{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Comparison plots for Filament 5\n",
    "from astropy.io import fits\n",
    "import Fil5_Plots as Fplot\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Source information\n",
    "SourceName = 'Fil5'\n",
    "FullName = 'Filament 5'\n",
    "# Loading the fits files\n",
    "ChopE = fits.open('Data/'+SourceName+'_ChopE.fits')\n",
    "ChopA = fits.open('Data/'+SourceName+'_ChopA.fits')\n",
    "Fix30 = fits.open('Data/'+SourceName+'_Fix_30.fits')\n",
    "Fix60 = fits.open('Data/'+SourceName+'_Fix_60.fits')\n",
    "NoFix30 = fits.open('Data/'+SourceName+'_NoFix_30.fits')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Figure size\n",
    "MapFigSize = [5.33,6]#[10.67,6] # in inches\n",
    "\n",
    "# Plot parameters\n",
    "ScaleLength = 0.0139746/4 # 0.0168517 # 1 pc in degrees for the target\n",
    "#ScaleLength = 0.0168517/4 # 1/4 pc in degrees for the target\n",
    "\n",
    "# Zoom-in on Filament 5\n",
    "center_ra = 276.2819228\n",
    "center_dec = -12.7184491\n",
    "width = 0.1742195\n",
    "height = 0.1554262\n",
    "Region = [center_ra,center_dec,width/1.2,height/1.2]\n",
    "CatRegion = [center_ra,center_dec,width,height]\n",
    "\n",
    "# Intensity contours for the plot\n",
    "Icontours = [10, 20, 30, 40, 50, 60] # in mJy/arcsec^2\n",
    "# Ranges for plots\n",
    "Iscale = [0.0,20.0] # Range for intensity map in mJy/arcsec^2\n",
    "# Unit conversion from Jy/pixel to mJy/arcsec^2\n",
    "fluxconv = 1000.0*(3600.0*ChopE[0].header['CDELT2'])**-2.0 # Conversion factor from Jy/pixel\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58044.150661 from DATE-OBS'. [astropy.wcs.wcs]\n",
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58044.150661 from DATE-OBS'. [astropy.wcs.wcs]\n",
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58044.150661 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Converting the total intensity map\n",
    "IntensityChopE = ChopE[0].data * fluxconv\n",
    "IChopE = fits.PrimaryHDU(data=IntensityChopE, header=ChopE[0].header)\n",
    "# Magnetic field map on Herschel Column Density and Stokes I total intensity contours\n",
    "BvI_ChopE = Fplot.BvImap(IChopE, ChopE, Region, FigSize=MapFigSize, Ilevels=Icontours, Iscale=Iscale, Colorbar='top', StepVec=2, ScaleVec=1.5)\n",
    "# Adding label\n",
    "PlotLabel = '\\n'.join(('Chop-Nod','Band E','Default',''))\n",
    "BvI_ChopE.add_label(0.05, 0.8, PlotLabel, relative=True, verticalalignment='bottom', horizontalalignment='left')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58044.150661 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Power law index: -0.7785679849591878 ± 0.007024369835229238\n",
      "Coefficient: 51.74656776984574 ± 1.062426649284711\n",
      "Chi-Squared: 8671.976014317486\n",
      "Number of elements: 2401\n",
      "Reduced Chi-Squared: 3.614829518264896\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x384 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Creating the mask for the region\n",
    "CatMaskChopE = Fplot.MaskRegion(ChopE,CatRegion)\n",
    "# Creating the associated vector catalog\n",
    "CatI, CatdI, CatQ, CatdQ, CatU, CatdU, CatP, CatdP, CatO, CatB,CatdO, CatPI, CatdPI = Fplot.MakeCats(IChopE,ChopE,CatMaskChopE) \n",
    "# Plotting the polarization fraction as a function of total intensity\n",
    "PvI_ChopE = Fplot.PvI(CatP, CatdP, CatI, Iscale=[0.8,500.0], Pscale=[0.0,30.0], showfit='true', weighted='false', Source='ChopE')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating mean and standard deviation of the catalog\n",
      "\n",
      "Mean: -3.4000498312203864\n",
      "Standard deviation: 23.880654124591256\n",
      "\n",
      "Circular mean: -3.017588288674046\n",
      "Circular standard deviation: 23.490046601023018\n",
      "\n",
      "Number of bins: 36\n",
      "Bin size used: 5.0\n",
      "\n",
      "Using the circular mean to center the histogram\n",
      "Rolling histogram by 1 elements\n",
      "\n",
      "Fitting a Gaussian profile to the histogram\n",
      "\n",
      "Goodness of fit\n",
      "Number of iterations: 33\n",
      "Reduced chi-squared: 447.66679211674466\n",
      "\n",
      "Fitted parameters\n",
      "Amplitude:          217.72786815876762\n",
      "                  ± 9.456375906695255\n",
      "\n",
      "Mean:               -2.7424976784313158\n",
      "                  ± 1.0623508306840923\n",
      "\n",
      "Standard deviation: 21.183608519582513\n",
      "                  ± 1.0623515608668106\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Histogram\n",
    "HistoChopE, HistParam = Fplot.Histogram(CatO, showfit='no', Source='ChopE', LabelSide='right')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Converting the total intensity map\n",
    "IntensityFix30 = Fix30[0].data * fluxconv\n",
    "IFix30 = fits.PrimaryHDU(data=IntensityFix30, header=Fix30[0].header)\n",
    "# Magnetic field map on Herschel Column Density and Stokes I total intensity contours\n",
    "BvI_Fix30 = Fplot.BvImap(IFix30, Fix30, Region, FigSize=MapFigSize, Ilevels=Icontours, Iscale=Iscale, Colorbar='top', StepVec=2, ScaleVec=1.5)\n",
    "# Adding label\n",
    "PlotLabel = '\\n'.join(('Scan','Band E','fixjumps=True', 'rounds=30'))\n",
    "BvI_Fix30.add_label(0.05, 0.8, PlotLabel, relative=True, verticalalignment='bottom', horizontalalignment='left')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Power law index: -0.6895270518283366 ± 0.008155014458583023\n",
      "Coefficient: 34.88821740182356 ± 0.6540424781337104\n",
      "Chi-Squared: 7816.8590628037455\n",
      "Number of elements: 2974\n",
      "Reduced Chi-Squared: 2.6301679215355804\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x384 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Creating the mask for the region\n",
    "CatMaskFix30 = Fplot.MaskRegion(Fix30,CatRegion)\n",
    "# Creating the associated vector catalog\n",
    "CatI, CatdI, CatQ, CatdQ, CatU, CatdU, CatP, CatdP, CatO, CatB,CatdO, CatPI, CatdPI = Fplot.MakeCats(IFix30,Fix30,CatMaskFix30) \n",
    "# Plotting the polarization fraction as a function of total intensity\n",
    "PvI_Fix30 = Fplot.PvI(CatP, CatdP, CatI, Iscale=[0.8,500.0], Pscale=[0.0,30.0], showfit='true', weighted='false', Source='Fix30')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating mean and standard deviation of the catalog\n",
      "\n",
      "Mean: 14.934136034269413\n",
      "Standard deviation: 40.2482616569286\n",
      "\n",
      "Circular mean: 29.33108814915838\n",
      "Circular standard deviation: 43.189665515777804\n",
      "\n",
      "Number of bins: 36\n",
      "Bin size used: 5.0\n",
      "\n",
      "Using the circular mean to center the histogram\n",
      "Rolling histogram by -5 elements\n",
      "\n",
      "Fitting a Gaussian profile to the histogram\n",
      "\n",
      "Goodness of fit\n",
      "Number of iterations: 53\n",
      "Reduced chi-squared: 8306.567948632324\n",
      "\n",
      "Fitted parameters\n",
      "Amplitude:          132.5560655340522\n",
      "                  ± 28.021815325958098\n",
      "\n",
      "Mean:               27.96480165226962\n",
      "                  ± 11.7077990711503\n",
      "\n",
      "Standard deviation: 47.77652265450361\n",
      "                  ± 13.111171910666608\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Histogram\n",
    "HistoFix30, HistParam = Fplot.Histogram(CatO, showfit='no', Source='Fix30', LabelSide='right')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Converting the total intensity map\n",
    "IntensityNoFix30 = NoFix30[0].data * fluxconv\n",
    "INoFix30 = fits.PrimaryHDU(data=IntensityNoFix30, header=NoFix30[0].header)\n",
    "# Magnetic field map on Herschel Column Density and Stokes I total intensity contours\n",
    "BvI_NoFix30 = Fplot.BvImap(INoFix30, NoFix30, Region, FigSize=MapFigSize, Ilevels=Icontours, Iscale=Iscale, Colorbar='top', StepVec=2, ScaleVec=1.5)\n",
    "# Adding label\n",
    "PlotLabel = '\\n'.join(('Scan','Band E','fixjumps=False', 'rounds=30'))\n",
    "BvI_NoFix30.add_label(0.05, 0.8, PlotLabel, relative=True, verticalalignment='bottom', horizontalalignment='left')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Power law index: -0.7388186879627299 ± 0.006867226803544002\n",
      "Coefficient: 40.326911359663775 ± 0.6035291474334482\n",
      "Chi-Squared: 10391.786521325736\n",
      "Number of elements: 4657\n",
      "Reduced Chi-Squared: 2.2323923783728756\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x384 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Creating the mask for the region\n",
    "CatMaskNoFix30 = Fplot.MaskRegion(NoFix30,CatRegion)\n",
    "# Creating the associated vector catalog\n",
    "CatI, CatdI, CatQ, CatdQ, CatU, CatdU, CatP, CatdP, CatO, CatB,CatdO, CatPI, CatdPI = Fplot.MakeCats(INoFix30,NoFix30,CatMaskNoFix30) \n",
    "# Plotting the polarization fraction as a function of total intensity\n",
    "PvI_NoFix30 = Fplot.PvI(CatP, CatdP, CatI, Iscale=[0.8,500.0], Pscale=[0.0,30.0], showfit='true', weighted='false', Source='NoFix30')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating mean and standard deviation of the catalog\n",
      "\n",
      "Mean: -27.261262028504298\n",
      "Standard deviation: 36.394507815337796\n",
      "\n",
      "Circular mean: -36.72879772416314\n",
      "Circular standard deviation: 31.16648305721356\n",
      "\n",
      "Number of bins: 36\n",
      "Bin size used: 5.0\n",
      "\n",
      "Using the circular mean to center the histogram\n",
      "Rolling histogram by 8 elements\n",
      "\n",
      "Fitting a Gaussian profile to the histogram\n",
      "\n",
      "Goodness of fit\n",
      "Number of iterations: 313\n",
      "Reduced chi-squared: 7449.254963277551\n",
      "\n",
      "Fitted parameters\n",
      "Amplitude:          535.5985318589418\n",
      "                  ± 54.81830831756273\n",
      "\n",
      "Mean:               -35.76180736016559\n",
      "                  ± 1.2396999674587088\n",
      "\n",
      "Standard deviation: 10.488703089499174\n",
      "                  ± 1.2396999669539501\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Histogram\n",
    "HistoNoFix30, HistParam = Fplot.Histogram(CatO, showfit='no', Source='NoFix30', LabelSide='right')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Converting the total intensity map\n",
    "IntensityFix60 = Fix60[0].data * fluxconv\n",
    "IFix60 = fits.PrimaryHDU(data=IntensityFix60, header=Fix60[0].header)\n",
    "# Magnetic field map on Herschel Column Density and Stokes I total intensity contours\n",
    "BvI_Fix60 = Fplot.BvImap(IFix60, Fix60, Region, FigSize=MapFigSize, Ilevels=Icontours, Iscale=Iscale, Colorbar='top', StepVec=2, ScaleVec=1.5)\n",
    "# Adding label\n",
    "PlotLabel = '\\n'.join(('Scan','Band E','fixjumps=True', 'rounds=60'))\n",
    "BvI_Fix60.add_label(0.05, 0.8, PlotLabel, relative=True, verticalalignment='bottom', horizontalalignment='left')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Power law index: -0.7387706260419831 ± 0.008974075303288299\n",
      "Coefficient: 39.93016598398957 ± 0.8257158231985616\n",
      "Chi-Squared: 7837.490688018001\n",
      "Number of elements: 3037\n",
      "Reduced Chi-Squared: 2.5823692547011534\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x384 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Creating the mask for the region\n",
    "CatMaskFix60 = Fplot.MaskRegion(Fix60,CatRegion)\n",
    "# Creating the associated vector catalog\n",
    "CatI, CatdI, CatQ, CatdQ, CatU, CatdU, CatP, CatdP, CatO, CatB,CatdO, CatPI, CatdPI = Fplot.MakeCats(IFix60,Fix60,CatMaskFix60) \n",
    "# Plotting the polarization fraction as a function of total intensity\n",
    "PvI_Fix60 = Fplot.PvI(CatP, CatdP, CatI, Iscale=[0.8,500.0], Pscale=[0.0,30.0], showfit='true', weighted='false', Source='Fix60')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating mean and standard deviation of the catalog\n",
      "\n",
      "Mean: 6.4619207157328775\n",
      "Standard deviation: 41.99700495040922\n",
      "\n",
      "Circular mean: 22.172948582278178\n",
      "Circular standard deviation: 45.17868765538055\n",
      "\n",
      "Number of bins: 36\n",
      "Bin size used: 5.0\n",
      "\n",
      "Using the circular mean to center the histogram\n",
      "Rolling histogram by -4 elements\n",
      "\n",
      "Fitting a Gaussian profile to the histogram\n",
      "\n",
      "Goodness of fit\n",
      "Number of iterations: 25\n",
      "Reduced chi-squared: 6188.606420836152\n",
      "\n",
      "Fitted parameters\n",
      "Amplitude:          131.01560838321186\n",
      "                  ± 23.978472817793016\n",
      "\n",
      "Mean:               22.06107485505011\n",
      "                  ± 10.41687838411341\n",
      "\n",
      "Standard deviation: 49.00593287576133\n",
      "                  ± 11.832439769416583\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Histogram\n",
    "HistoFix60, HistParam = Fplot.Histogram(CatO, showfit='no', Source='Fix60', LabelSide='right')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filename: (No file associated with this HDUList)\n",
      "No.    Name      Ver    Type      Cards   Dimensions   Format\n",
      "  0  STOKES I      1 PrimaryHDU     507   (99, 102)   float64   \n",
      "  1  ERROR I       1 ImageHDU        19   (99, 102)   float64   \n",
      "  2  STOKES Q      1 ImageHDU        19   (99, 102)   float64   \n",
      "  3  ERROR Q       1 ImageHDU        19   (99, 102)   float64   \n",
      "  4  STOKES U      1 ImageHDU        19   (99, 102)   float64   \n",
      "  5  ERROR U       1 ImageHDU        19   (99, 102)   float64   \n",
      "  6  IMAGE MASK    1 ImageHDU        27   (99, 102)   float64   \n",
      "  7  PERCENT POL    1 ImageHDU        19   (99, 102)   float64   \n",
      "  8  DEBIASED PERCENT POL    1 ImageHDU        19   (99, 102)   float64   \n",
      "  9  ERROR PERCENT POL    1 ImageHDU        19   (99, 102)   float64   \n",
      " 10  POL ANGLE     1 ImageHDU        19   (99, 102)   float64   \n",
      " 11  ROTATED POL ANGLE    1 ImageHDU        19   (99, 102)   float64   \n",
      " 12  ERROR POL ANGLE    1 ImageHDU        19   (99, 102)   float64   \n",
      " 13  POL FLUX      1 ImageHDU        19   (99, 102)   float64   \n",
      " 14  ERROR POL FLUX    1 ImageHDU        19   (99, 102)   float64   \n",
      " 15  DEBIASED POL FLUX    1 ImageHDU        19   (99, 102)   float64   \n",
      " 16  POL DATA      1 BinTableHDU     34   43520R x 10C   [J, J, D, D, D, D, D, D, D, D]   \n",
      " 17  FINAL POL DATA    1 BinTableHDU     30   108R x 8C   [D, D, D, D, D, D, D, D]   \n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58044.150661 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "====\n",
      "Fit parameters for y = a*x+b\n",
      "Coefficient: 0.9506809699417779\n",
      "Constant: -4.502729265564309\n",
      "====\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x384 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Reprojecting the scan cube\n",
    "Fix30proj = Fplot.ReprojectCube(ChopE,Fix30)\n",
    "# Showing the contents of the new fits file\n",
    "Fix30proj.info()\n",
    "# Comparing both data sets\n",
    "IvI_plot = Fplot.CompareIntensity(ChopE,Fix30proj, Iscale=[0,350])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Differences between catalogs\n",
      "Circular mean: 2.837964480387701\n",
      "Circular standard deviation: 15.082401528279258\n",
      "Maximum: 38.83589189015699\n",
      "Minimum: -169.46812602386646\n",
      "Mean angle uncertainty (Chop-Nod, Scan): (4.465831313333794,5.564052086376359)\n",
      "Median angle uncertainty (Chop-Nod, Scan): (4.384509725751287,5.524097801035813)\n",
      "Standard deviation angle uncertainty (Chop-Nod, Scan): (1.8340186474179698,1.9175105284456542)\n",
      "Max angle uncertainty (Chop-Nod, Scan): (9.278747559495146,9.137106686611846)\n",
      "Min angle uncertainty (Chop-Nod, Scan): (0.8908177192742951,1.6202261676398937)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x384 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Comp_ChopE_Fix30_Plot = Fplot.CompareAngles(ChopE,Fix30proj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Comp_ChopE_Fix30_Map = Fplot.CompareAnglesMap(IFix30,ChopE,Fix30proj,Region, FigSize=MapFigSize, Ilevels=Icontours)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58044.150661 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "CompI_ChopE_Fix30_Map = Fplot.CompareIntensityMap(IFix30,ChopE,Fix30proj,Region, FigSize=MapFigSize, Ilevels=Icontours)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Figure information for Band A\n",
    "\n",
    "# Zoom-in on Filament 5\n",
    "center_ra = 276.2933038\n",
    "center_dec = -12.7042165\n",
    "width = 0.0431161\n",
    "height = 0.0408468\n",
    "Region = [center_ra,center_dec,width,height]\n",
    "CatRegion = [center_ra,center_dec,width,height]\n",
    "# Intensity contours for the plot\n",
    "Icontours = [100, 200, 300, 400, 500, 600] # in mJy/arcsec^2\n",
    "# Ranges for plots\n",
    "Iscale = [0.0,150.0] # Range for intensity map in mJy/arcsec^2\n",
    "# Unit conversion from Jy/pixel to mJy/arcsec^2\n",
    "fluxconv = 1000.0*(3600.0*ChopA[0].header['CDELT2'])**-2.0 # Conversion factor from Jy/pixel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58311.389703 from DATE-OBS'. [astropy.wcs.wcs]\n",
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58311.389703 from DATE-OBS'. [astropy.wcs.wcs]\n",
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58311.389703 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Converting the total intensity map\n",
    "IntensityChopA = ChopA[0].data * fluxconv\n",
    "IChopA = fits.PrimaryHDU(data=IntensityChopA, header=ChopA[0].header)\n",
    "# Magnetic field map on Herschel Column Density and Stokes I total intensity contours\n",
    "BvI_ChopA = Fplot.BvImap(IChopA, ChopA, Region, FigSize=MapFigSize, Ilevels=Icontours, Iscale=Iscale, Colorbar='top', StepVec=3, ScaleVec=2.5, ScaleLength=ScaleLength, PhysLength='0.25 pc')\n",
    "# Adding label\n",
    "PlotLabel = '\\n'.join(('Chop-Nod','Band A','Magnetic Field',''))\n",
    "BvI_ChopA.add_label(0.05, 0.8, PlotLabel, relative=True, verticalalignment='bottom', horizontalalignment='left')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58311.389703 from DATE-OBS'. [astropy.wcs.wcs]\n",
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58311.389703 from DATE-OBS'. [astropy.wcs.wcs]\n",
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58311.389703 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PvI_map_ChopA = Fplot.PvImap(IChopA, ChopA, Region, FigSize=MapFigSize, Ilevels=Icontours, Iscale=Iscale, Colorbar='top', StepVec=3, ScaleVec=0.6)\n",
    "# Adding label\n",
    "PlotLabel = '\\n'.join(('Chop-Nod','Band A','Polarization',''))\n",
    "PvI_map_ChopA.add_label(0.05, 0.8, PlotLabel, relative=True, verticalalignment='bottom', horizontalalignment='left')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58311.389703 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Power law index: -0.8799681885339805 ± 0.010695766337603716\n",
      "Coefficient: 548.9710284878811 ± 29.10930664499805\n",
      "Chi-Squared: 13704.140925087777\n",
      "Number of elements: 1319\n",
      "Reduced Chi-Squared: 10.405573975009702\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x384 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Creating the mask for the region\n",
    "CatMaskChopA = Fplot.MaskRegion(ChopA,CatRegion)\n",
    "# Creating the associated vector catalog\n",
    "CatI, CatdI, CatQ, CatdQ, CatU, CatdU, CatP, CatdP, CatO, CatB,CatdO, CatPI, CatdPI = Fplot.MakeCats(IChopA,ChopA,CatMaskChopA) \n",
    "# Plotting the polarization fraction as a function of total intensity\n",
    "PvI_ChopA = Fplot.PvI(CatP, CatdP, CatI, Iscale=[30.0,2000.0], Pscale=[0.0,30.0], showfit='true', weighted='false', Source='ChopA')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating mean and standard deviation of the catalog\n",
      "\n",
      "Mean: 28.364870483566452\n",
      "Standard deviation: 18.13216405270336\n",
      "\n",
      "Circular mean: 27.7229129822209\n",
      "Circular standard deviation: 17.571801230238194\n",
      "\n",
      "Number of bins: 36\n",
      "Bin size used: 5.0\n",
      "\n",
      "Using the circular mean to center the histogram\n",
      "Rolling histogram by -5 elements\n",
      "\n",
      "Fitting a Gaussian profile to the histogram\n",
      "\n",
      "Goodness of fit\n",
      "Number of iterations: 109\n",
      "Reduced chi-squared: 647.5791391934386\n",
      "\n",
      "Fitted parameters\n",
      "Amplitude:          220.97897590659937\n",
      "                  ± 17.26227617963952\n",
      "\n",
      "Mean:               21.84292213751288\n",
      "                  ± 0.8294824375309188\n",
      "\n",
      "Standard deviation: 9.195338221505288\n",
      "                  ± 0.8294824269605804\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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OQGQQ7O3toVAoIISQvtf+4IMPMGDAALRt27ZEe20v3Qsh8M4772DXrl04evQoPDw8ylw/JiYGDg4OCAoK0vg4tFlHH1joiYioRr388st49OgRlixZgpEjR2Lz5s348ccfcebMmVLba3vpPiwsDFu2bMH333+Phg0bIiMjAwBgY2MDCwsLqZ1KpUJMTAxCQ0NRv37Jsvj5559j165dOHz4sMbrGBL2uiciohrl6OiIDRs2YPXq1Xjuuedw6tQpnDhxAm5ubjrdz+rVq6FQKODr6wtnZ2fptW3bNrV2hw4dQmpqKsaOHVvqdrKysnDjxo1KrWNIDPvPECKqNqmpqRrfs5yYmFjNaaiuGTFiBEaMGFGt+9B0oJp+/fqV2zYqKqrEiH0VrWNIWOiJakjTpk2lp9fduXNHr1lSU1Ph5eWF/Pz8Sq2Xnp5eTYmIqLro9dK9JuMQP3r0CGFhYWjcuDEaNGiA4cOHIzMzU61NamoqgoKCYGlpCQcHB0yfPh1FRUU1eShEtUpWVhby8/OxadMmxMfHV/hatGgRACAnJ0e/wYmo0vR6Rl88DnHXrl1RVFSE2bNno1+/frhy5QqsrKwAAFOnTsXevXuxfft22NjYIDw8HMOGDcPJkycBAI8fP0ZQUBCcnJzw66+/Ij09Ha+//jpMTU0rvB2DqK7z8vJSG4K0LLx0T1R76bXQVzQOsUKhwLp167Blyxa8/PLLAJ7czuDl5YVTp06hR48e+Pnnn3HlyhUcOnQIjo6O6NixIxYtWoSZM2ciKioKZmZm+jg0IiIig2BQve6fHYc4Pj4ehYWF8Pf3l9p4enrC3d0dcXFxAIC4uDi0b98ejo6OUpuAgADk5ubi8uXLpe5HqVQiNzdX7UVERGTonq1dmjzr3mAKfWnjEGdkZMDMzAy2trZqbR0dHaX7ITMyMtSKfPHy4mWliY6Oho2NjfTS9S0dRERE1cHNzU2tfkVHR1e4jsH0utdkHGJdiYyMREREhDSdm5vLYk9ERAbv9u3bsLa2lqblcnmF6xhEoS9rHGInJycUFBQgJydH7aw+MzMTTk5OUptnR1Mq7pVf3OZZcrlcozeHiIhIW0qlEtOmTYNMJsOyZct0Unesra3VCr0m9HrpXgiB8PBw7Nq1C0eOHCkxDrG3tzdMTU3Vhh1MSkpCamoqfHx8AAA+Pj64dOkS7t69K7U5ePAgrK2tSx0zmYiI6o7Y2FgMGjQILi4ukMlk2L17t9ry5s2bQyaTlXiFhYVVuO20tDSEhISgcePGsLCwQPv27XHu3Dlp+ZYtW+Dv74++ffvi66+/1vWhaUyvZ/QVjUNsY2ODcePGISIiAnZ2drC2tsY777wDHx8f9OjRA8CT0Ynatm2L1157DUuXLkVGRgbmzJmDsLAwnrUTEdVxDx48QIcOHTB27FgMGzasxPKzZ8/i8ePH0nRCQgL69u2LV155pdzt3rt3Dz179kSfPn3w008/oUmTJrh+/ToaNWoktVGpVFCpVDAxMdHrKHp6LfSrV68GAPj6+qrNj4mJwZgxYwAAn3zyCUxMTDB8+HAolUoEBATgiy++kNrWq1cPe/bswcSJE+Hj4wMrKyuEhoZi4cKFNXUYRBrZtGkTlEol/wClOufUqVN47733cPHiRWRnZ6stUygUlb4UXRmBgYEIDAwsc3mTJk3UppcsWYKWLVuid+/e5W73ww8/hJubG2JiYqR5z16VDg4OxrvvvguZTIaPPvpIi/S6oddCr8lfOObm5li1ahVWrVpVZptmzZph3759uoxGpHPP/kFLVBf89ttv8PX1RXh4OFauXInbt29j9OjR6NSpEyZMmKBRka/q8+g1VVBQgE2bNiEiIkJ6fG5ZfvjhBwQEBOCVV17BsWPH4Orqirfffhvjx4+X2pibm+Pzzz+vUiZdMIjOeEREZJwmTZqEYcOGYdmyZQCAtm3bYtSoUYiPj8err76KgoIChIWF4eTJk7CxscHevXtLPJJW2+fRV9bu3buRk5MjXVEuzx9//IHVq1cjIiICs2fPxtmzZzFp0iSYmZkhNDS0yll0iYWeiIiqRWZmJk6cOIFjx46pzbeyspLOmBcsWIBevXrhyy+/xJw5c7B161a8/fbbau21fR59Za1btw6BgYEa/dGgUqnQpUsX6UpDp06dkJCQgDVr1hhcoTeYAXOIjN3Ro0dx4MABHD16VN9RiGpEfHw8VCoVOnToUGJ+ly5doFAoEBsbKxVGDw8P/PHHHyW2s3jxYjRo0KDcV2pqapWy3rp1C4cOHcJ//vMfjdo7OzuXuLPLy8uryjmqA8/oiWpISEiIwTymlqgmqFQqAE96vjds2BAA8PvvvyM2Nhbvv/8+Dh06hOTkZHTs2BHAkysA77zzTont1MSl+5iYGDg4OCAoKEij9j179izxtNVr166hWbNmVcpRHVjoiYioWnTv3h0WFhaYPn063nvvPdy4cQNhYWEICwtDjx49MG/ePCxduhSvvfYagCc95J89+weqduk+Ly8PycnJ0nRKSgouXrwIOzs7qfOeSqVCTEwMQkNDUb9+ybL4+eefY9euXWpjukydOhUvvPACFi9ejFdffRVnzpzB2rVrsXbtWq1yVicWeiIiqhZNmjTBt99+i2nTpuH555+Hu7s7wsPDpSHIc3JypNtNc3NzceHCBfTp00enGc6dO6e2zeJ9h4aGYsOGDQCAQ4cOITU1FWPHji11G1lZWbhx44bavK5du2LXrl2IjIzEwoUL4eHhgRUrViA4OFin+XWBhZ6IiKrNwIEDMXDgwFKXtWrVCmfOnMGrr76KhQsXYtKkSbC0tNTp/n19fSu8lbtfv37ltomKikJUVFSJ+eUdmyFhZzwiItKL0aNH4+jRo2jdujWUSiVmzpyp70hGiWf0RESkF/b29mpjw1P1qPQZfWFhIfz8/HD9+vXqyENEREQ6VOlCb2pqit9//706shAREZGOafUdfUhICNatW6frLERERKRjWn1HX1RUhPXr1+PQoUPw9vaGlZWV2vLly5frJBwRERFVjVaFPiEhAZ07dwbwZCSgp1X0xB+iuoqj4ZExS0xM1HeEWqUm3y+tCv0vv/yi6xxERFQL2dvbw9LSEiEhIfqOUutYWlrC3t6+2vdTpdvrkpOTcePGDbz00kuwsLCAEIJn9EREdYi7uzsSExORlZWl7yi1jr29vTQMb3XSqtD//fffePXVV/HLL79AJpPh+vXraNGiBcaNG4dGjRrh448/1nVOIiIyUO7u7jVSsEg7WvW6nzp1KkxNTZGamqo2XOGIESOwf/9+nYUjMiYLFixAREQEFixYoO8oREaBnynNaHVG//PPP+PAgQNo2rSp2vzWrVvj1q1bOglGZGy+/PJL6TG18+fP13ccolqPnynNaHVG/+DBg1IfPJCdnS09iYiIiIj0T6tC/+KLL+Krr76SpmUyGVQqFZYuXarzRwwSERGR9rS6dL906VL4+fnh3LlzKCgowIwZM3D58mVkZ2fj5MmTus5IREREWtLqjL5du3a4du0aevXqhcGDB+PBgwcYNmwYLly4gJYtW+o6IxEREWlJ6/vobWxs8N577+kyCxEREemY1oX+3r17WLdunTSMX9u2bfHGG2/Azs5OZ+GIiIioarS6dB8bG4vmzZvjs88+w71793Dv3j189tln8PDwQGxsrK4zEhERkZa0OqMPCwvDiBEjsHr1atSrVw8A8PjxY7z99tsICwvDpUuXdBqSiIiItKPVGX1ycjKmTZsmFXkAqFevHiIiIpCcnKzxdmJjYzFo0CC4uLhAJpNh9+7dasvHjBkDmUym9urfv79am+zsbAQHB8Pa2hq2trYYN24c8vLytDksomrVu3dv9OvXD71799Z3FCKjwM+UZrQ6o+/cuTMSExPRpk0btfmJiYno0KGDxtt58OABOnTogLFjx2LYsGGltunfvz9iYmKk6WcH5AkODkZ6ejoOHjyIwsJCvPHGG5gwYQK2bNlSiSMiqn6bN2/WdwQio8LPlGY0LvS///679N+TJk3C5MmTkZycjB49egAATp06hVWrVmHJkiUa7zwwMBCBgYHltpHL5XBycip1WWJiIvbv34+zZ8+iS5cuAICVK1diwIABWLZsGVxcXDTOQkREZIw0LvQdO3aETCaDEEKaN2PGjBLtRo8ejREjRugmHYCjR4/CwcEBjRo1wssvv4z3338fjRs3BgDExcXB1tZWKvIA4O/vDxMTE5w+fRpDhw4tdZtKpRJKpVKazs3N1VleIiKi6vJsvZLL5RUOPa9xoU9JSdEuVRX0798fw4YNg4eHB27cuIHZs2cjMDAQcXFxqFevHjIyMuDg4KC2Tv369WFnZ4eMjIwytxsdHc2nHRERUa3j5uamNj1//nxERUWVu47Ghb5Zs2ZahaqKkSNHSv/dvn17PP/882jZsiWOHj0KPz8/rbcbGRmJiIgIaTo3N7fEm0ekay+//DIyMzPh6OiII0eO6DsOUa1XFz9Tt2/fhrW1tTStyYPktB4w588//8SJEydw9+5dqFQqtWWTJk3SdrPlatGiBezt7ZGcnAw/Pz84OTnh7t27am2KioqQnZ1d5vf6gGaXOoh07dq1a0hLS4NCodB3FCKjUBc/U9bW1mqFXhNaFfoNGzbgzTffhJmZGRo3bgyZTCYtk8lk1Vbo79y5g7///hvOzs4AAB8fH+Tk5CA+Ph7e3t4AgCNHjkClUqF79+7VkoGIiKg20arQz507F/PmzUNkZCRMTLS6FR8AkJeXp3bffUpKCi5evAg7OzvY2dlhwYIFGD58OJycnHDjxg3MmDEDrVq1QkBAAADAy8sL/fv3x/jx47FmzRoUFhYiPDwcI0eOZI97IiIiaDlgTn5+PkaOHFmlIg8A586dQ6dOndCpUycAQEREBDp16oR58+ahXr16+P333/Hvf/8b//rXvzBu3Dh4e3vj+PHjapfdN2/eDE9PT/j5+WHAgAHo1asX1q5dW6VcRERExkKrM/px48Zh+/btmDVrVpV27uvrq3a73rMOHDhQ4Tbs7Ow4OA4REVEZtCr00dHRGDhwIPbv34/27dvD1NRUbfny5ct1Eo6IiIiqRutCf+DAAWkI3Gc74xEREZFh0KrQf/zxx1i/fj3GjBmj4zhERESkS1r1ppPL5ejZs6eusxAREZGOaXVGP3nyZKxcuRKfffaZrvMQGa158+YhLy8PDRo00HcUIqPAz5RmtCr0Z86cwZEjR7Bnzx4899xzJTrj7dy5UyfhiIzJhAkT9B2ByKjwM6UZrQq9ra1tmc+PJyIqlpiYqDbdrrAQZgAKCguRcP682jJ7e3u4u7vXYDqiukGrQh8TE6PrHERkRNLT0wEAISEhavNvA2gK4O7du9Kw1cUsLS2RmJjIYk+kY1o/1IaIKic9PR2PHz9GvXr1pOc1GKucnBwAwKJFizBgwABpvkNgIHD3LhwcHBD/00/S/MTERISEhCArK4uFnjRWlz5TVaFVoffw8Cj3fvk//vhD60BExqpr165IS0uDq6sr7ty5o+84NcLDwwOdO3f+Z8b/9+cxMzVVn0+khbr4mdKGVoV+ypQpatOFhYW4cOEC9u/fj+nTp+siFxEREemA1rfXlWbVqlU4d+5clQIRERGR7lTt8XPPCAwMxHfffafLTRIREVEV6LTQ79ixA3Z2drrcJBEREVWBVpfuO3XqpNYZTwiBjIwM/PXXX/jiiy90Fo6IiIiqRqtCP3jwYLVCb2JigiZNmsDX1xeenp46C0dERERVo1Whj4qK0nEMIiIiqg6VKvQmJiYVPm9eJpOhqKioSqGIiIhINypV6Hft2lXmsri4OHz22WdQqVRVDkVERES6UalCP3jw4BLzkpKSMGvWLPz4448IDg7GwoULdRaOyJgcPnwYRUVFqF+fI08T6QI/U5rR+t35888/MX/+fGzcuBEBAQG4ePEi2rVrp8tsREalTZs2+o5AZFT4mdJMpe+jVygUmDlzJlq1aoXLly/j8OHD+PHHH1nkiYiIDFClzuiXLl2KDz/8EE5OTvjmm29KvZRPREREhqNShX7WrFmwsLBAq1atsHHjRmzcuLHUdjt37tRJOCJjsmXLFuTn58PS0hKjR4/WdxyiWo+fKc1UqtC//vrrFd5eR0SlmzFjhvRITf5SIqo6fqY0U6lCv2HDhmqKQURERNVBpw+1ISIiIsOi10IfGxuLQYMGwcXFBTKZDLt371ZbLoTAvHnz4OzsDAsLC/j7++P69etqbbKzsxEcHAxra2vY2tpi3LhxyMvLq8GjICIiMlx6LfQPHjxAhw4dsGrVqlKXL126FJ999hnWrFmD06dPw8rKCgEBAXj06JHUJjg4GJcvX8bBgwexZ88exMbGYsKECTV1CERERAZNr8MJBQYGIjAwsNRlQgisWLECc+bMkW7j++qrr+Do6Ijdu3dj5MiRSExMxP79+3H27Fl06dIFALBy5UoMGDAAy5Ytg4uLS40dCxERkSEy2O/oU1JSkJGRAX9/f2mejY0Nunfvjri4OABPxte3tbWVijwA+Pv7w8TEBKdPny5z20qlErm5uWovIiIiQ/ds7VIqlRWuY7ADBGdkZAAAHB0d1eY7OjpKyzIyMuDg4KC2vH79+rCzs5PalCY6OhoLFizQcWIi/UpNTUVWVpZGbRMTE6s5DRFVBzc3N7Xp+fPnV/joeIMt9NUpMjISERER0nRubm6JN4+oNklNTYWXlxfy8/MrtV56eno1JSKi6nD79m1YW1tL03K5vMJ1DLbQOzk5AQAyMzPh7Owszc/MzETHjh2lNnfv3lVbr6ioCNnZ2dL6pZHL5Rq9OUS6VPwzWd7PpraysrKQn5+PTZs2wcvLq8L2+/btw9y5c5GTk6PzLEQ1pTo/U4bK2tpardBrwmALvYeHB5ycnHD48GGpsOfm5uL06dOYOHEiAMDHxwc5OTmIj4+Ht7c3AODIkSNQqVTo3r27vqITlercuXPVvg8vLy907ty5wna8dE/GoCY+U8ZAr4U+Ly8PycnJ0nRKSgouXrwIOzs7uLu7Y8qUKXj//ffRunVreHh4YO7cuXBxccGQIUMAPPml1r9/f4wfPx5r1qxBYWEhwsPDMXLkSPa4JyIigp4L/blz59CnTx9puvh789DQUGzYsAEzZszAgwcPMGHCBOTk5KBXr17Yv38/zM3NpXU2b96M8PBw+Pn5wcTEBMOHD8dnn31W48dCRERkiPRa6H19fSGEKHO5TCbDwoULsXDhwjLb2NnZYcuWLdURj4iIqNYz2O/oiYzNm2++iezsbNjZ2eG///2vvuMQ1Xr8TGmGhZ6ohuzdu1d6pCYRVR0/U5ox2JHxiIiIqOp4Rk9EBqMyt/3Z29vD3d29GtMQGQcWeiLSu+IR+kJCQjRex9LSEomJiSz2RBVgoScivSseoW/RokUYMGBAhe0TExMREhKC48ePazQSIM/+qS5joScig+Hh4aHRyH6VvQLAs3+qy1joiajWqcwVgOKz/6ysLBZ6qpNY6Imo1tL0CgBRXcbb64iIiIwYz+iJasioUaNw7949NGrUSN9RiIwCP1OaYaEnqiEfffSRviMQGRV+pjTDS/dERERGjIWeiIjIiLHQExERGTEWeqIa4unpCWtra3h6euo7CpFR4GdKMyz0RDUkLy8P9+/fR15enr6jEBkFfqY0w0JPRERkxFjoiYiIjBgLPRERkRFjoSciIjJiHBmPiOqExMREjdvy+fVkTFjoicioVfbZ9QCfX0/GhYWeiIxaZZ5dD/D59WR8WOiJqE7gs+uprmKhJ6oha9aswcOHD2FhYaHvKERGgZ8pzbDQE9WQgQMH6jsCkVHhZ0ozBl3oo6KisGDBArV5bdq0wdWrVwEAjx49wrRp07B161YolUoEBATgiy++gKOjoz7iEulUamoqsrKyNGpbmR7lpHuV+X8FsFc/1SyDLvQA8Nxzz+HQoUPSdP36/0SeOnUq9u7di+3bt8PGxgbh4eEYNmwYTp48qY+oRBXStCCkp6fjlVdewcOHDyu1/eIe5lRzUlNT4eXlhfz8fI3XYa9+qkkGX+jr168PJyenEvMVCgXWrVuHLVu24OWXXwYAxMTEwMvLC6dOnUKPHj1qOipRufbu3Yvhw4dDqVRqvM6KFSvw4osvVthu3759mDt3rtTDnGpOVlYW8vPzsWnTJnh5eVXYnr36dSc+Ph4FBQUwMzODt7e3vuMYLIMv9NevX4eLiwvMzc3h4+OD6OhouLu7Iz4+HoWFhfD395faenp6wt3dHXFxceUWeqVSqfbLNjc3t1qPgQgAxo4dC6VSiUaNGqldpSpNceG2t7fXqKc4L93rn5eXV6V69XMAn6obPHgw0tLS4Orqijt37ug7To14tl7J5XLI5fJy1zHoQt+9e3ds2LABbdq0QXp6OhYsWIAXX3wRCQkJyMjIgJmZGWxtbdXWcXR0REZGRrnbjY6OLvHdP1FNMTU1rbAgsHAbLw7gQ1Xh5uamNj1//nxERUWVu45BF/rAwEDpv59//nl0794dzZo1w7ffflul2ykiIyMREREhTefm5pZ484iobtP0j63K/lHGAXyoKm7fvg1ra2tpuqKzecDAC/2zbG1t8a9//QvJycno27cvCgoKkJOTo3ZWn5mZWep3+k/T5FIHEdVN2pxxP72epjiAD2nD2tpardBrolYV+ry8PNy4cQOvvfYavL29YWpqisOHD2P48OEAgKSkJKSmpsLHx0fPSYmotqrsGTc7QpKhM+hC/+6772LQoEFo1qwZ/vzzT8yfPx/16tXDqFGjYGNjg3HjxiEiIgJ2dnawtrbGO++8Ax8fH/a4J6Iq0/SMm/0pyNAZdKG/c+cORo0ahb///htNmjRBr169cOrUKTRp0gQA8Mknn8DExES6Zal4wBwiIiJ6wqAL/datW8tdbm5ujlWrVmHVqlU1lIiIiKh2MdF3ACIiIqo+LPRERERGjIWeqIbs2LFD7V8iqprExEQoFAp2iKyAQX9HT2RMrKys1P4lqgwOmVtSw4YN9R2hVmChJyIyYBwyl6qKhZ6IyIBxyFyqKhZ6ohqyadMm6V8OfUqVxSFzS1q+fDlyc3NhbW2t9vwSUsfOeEQ1ZPPmzWr/ElHVLF++HAsWLMDy5cv1HcWgsdATEREZMRZ6IiIiI8bv6ImIjJCmt+PVlVvx6jIWeiIiI1LZ2/F4K57xY6EnIjIilbkdj7fi1Q0s9ERERoi341ExdsYjIiIyYiz0RERERoyX7olqiKenJ+7evQtPT099RyEyCp07d4abmxuaNGmi7ygGjYWeqIZ88skn8Pb2xieffKLvKERG4YcfftB3hFqBl+6JiIiMGM/oiYjqOD7r3rix0BMR1VF81n3dwEJP9JTU1FRkZWVp3L4yZzdTp06V/j127JhW+Yh0qbY/6/7f//43/vrrLzRp0oTf15eDhZ7o/6WmpsLLywv5+fkar1OZs5urV6+q/UtkKCo7uI6hXOo/f/480tLS4OrqWi3bNxYs9ET/LysrC/n5+di0aRO8vLwqbF98dnP8+HGN2hcWFuoiJpHe8FJ/7cRCT0atMpfii89SvLy8NDq70eaXHgA8fvy4Uu2JDEVtv9RfV7HQk9HS5lI88E8Br0hlf+n16dMHubm5UKlUlcpDZGg4jn7twkJPRquyl+L37duHuXPnSgVcU5r+0qtXr16ltktEpAtGU+hXrVqFjz76CBkZGejQoQNWrlyJbt266TsWGQBNL8VXpoMREWnOUDrv1VVGUei3bduGiIgIrFmzBt27d8eKFSsQEBCApKQkODg46DseEVGdpE0/FnNzc+zYsQPOzs4Vti3u4FpYWIjz589rtP26+IeEURT65cuXY/z48XjjjTcAAGvWrMHevXuxfv16zJo1S8/piIjqpsr2Yzl+/DimTJmCgQMHVmo/d+/ehbe3t0Zt6+JdALW+0BcUFCA+Ph6RkZHSPBMTE/j7+yMuLq7UdZRKJZRKpTStUCgAACdPnoSVlVWF+zQxMalUhyq218+2k5KSAADx8fHIy8ursH3x5cXExETExsbqvH1RUZH0b0XtqzuLvtq3VSphBqBAqcSVp+ZXZ57a8t7oo31NZXn06JFGn8G//voLAPDaa6+ha9euFbafOXMmHj58CAsLC3z44YcVtr99+zY++ugjHDhwAG3atKmwvSH9rnzw4AGAf+pVMblcDrlcXv7KopZLS0sTAMSvv/6qNn/69OmiW7dupa4zf/58AYAvvvjiiy++avVr/vz5FdbJWn9Gr43IyEhERERI0yqVCtnZ2WjcuDFkMlm56+bm5sLNzQ23b9+GtbV1dUfVudqcvzZnB2p3fmbXn9qcn9l1RwiBv//+G3Z2djAx+efBsxWezcMILt3b29ujXr16yMzMVJufmZkJJyenUtcp7VKHra1tpfZrbW1tEP/ztVWb89fm7EDtzs/s+lOb8zO7btjY2Gi1Xq1/Hr2ZmRm8vb1x+PBhaZ5KpcLhw4fh4+Ojx2RERET6V+vP6AEgIiICoaGh6NKlC7p164YVK1bgwYMHUi98IiKiusooCv2IESPw119/Yd68ecjIyEDHjh2xf/9+ODo66nxfcrkc8+fP1+h7EUNUm/PX5uxA7c7P7PpTm/Mzu2GQCSGEvkMQERFR9aj139ETERFR2VjoiYiIjBgLPRERkRFjoSciIjJiLPSVtHfvXnTv3h0WFhZo1KgRhgwZorY8NTUVQUFBsLS0hIODA6ZPny6NcW4olEolOnbsCJlMhosXL6ot+/333/Hiiy/C3Nwcbm5uWLp0qX5CPuXmzZsYN24cPDw8YGFhgZYtW2L+/PkoKChQa2eI2YutWrUKzZs3h7m5Obp3744zZ87oO1IJ0dHR6Nq1Kxo2bAgHBwcMGTJEel5AsUePHiEsLAyNGzdGgwYNMHz48BKDVRmCJUuWQCaTYcqUKdI8Q8+elpaGkJAQNG7cGBYWFmjfvj3OnTsnLRdCYN68eXB2doaFhQX8/f1x/fp1PSZ+4vHjx5g7d67a53PRokV4up+3IWWPjY3FoEGD4OLiAplMht27d6st1yRrdnY2goODYW1tDVtbW4wbN06jsfz1pkoDzdcxO3bsEI0aNRKrV68WSUlJ4vLly2Lbtm3S8qKiItGuXTvh7+8vLly4IPbt2yfs7e1FZGSkHlOXNGnSJBEYGCgAiAsXLkjzFQqFcHR0FMHBwSIhIUF88803wsLCQvz3v//VX1ghxE8//STGjBkjDhw4IG7cuCG+//574eDgIKZNmya1MdTsQgixdetWYWZmJtavXy8uX74sxo8fL2xtbUVmZqa+o6kJCAgQMTExIiEhQVy8eFEMGDBAuLu7i7y8PKnNW2+9Jdzc3MThw4fFuXPnRI8ePcQLL7ygx9QlnTlzRjRv3lw8//zzYvLkydJ8Q86enZ0tmjVrJsaMGSNOnz4t/vjjD3HgwAGRnJwstVmyZImwsbERu3fvFr/99pv497//LTw8PMTDhw/1mFyIDz74QDRu3Fjs2bNHpKSkiO3bt4sGDRqITz/9VGpjSNn37dsn3nvvPbFz504BQOzatUttuSZZ+/fvLzp06CBOnToljh8/Llq1aiVGjRpVw0eiORZ6DRUWFgpXV1fxv//9r8w2+/btEyYmJiIjI0Oat3r1amFtbS2USmVNxKzQvn37hKenp7h8+XKJQv/FF1+IRo0aqWWdOXOmaNOmjR6Slm/p0qXCw8NDmjbk7N26dRNhYWHS9OPHj4WLi4uIjo7WY6qK3b17VwAQx44dE0IIkZOTI0xNTcX27dulNomJiQKAiIuL01dMNffv3xetW7cWBw8eFL1795YKvaFnnzlzpujVq1eZy1UqlXBychIfffSRNC8nJ0fI5XLxzTff1ETEMgUFBYmxY8eqzRs2bJgIDg4WQhh29mcLvSZZr1y5IgCIs2fPSm1++uknIZPJRFpaWo1lrwxeutfQ+fPnkZaWBhMTE3Tq1AnOzs4IDAxEQkKC1CYuLg7t27dXG6gnICAAubm5uHz5sj5iq8nMzMT48ePx9ddfw9LSssTyuLg4vPTSSzAzM5PmBQQEICkpCffu3avJqBVSKBSws7OTpg01e/FjlP39/aV5FT1G2VAUPw6z+H2Oj49HYWGh2rF4enrC3d3dYI4lLCwMQUFBahkBw8/+ww8/oEuXLnjllVfg4OCATp064csvv5SWp6SkICMjQy2/jY0Nunfvrvf8L7zwAg4fPoxr164BAH777TecOHECgYGBAAw7+7M0yRoXFwdbW1t06dJFauPv7w8TExOcPn26xjNrgoVeQ3/88QcAICoqCnPmzMGePXvQqFEj+Pr6Ijs7GwCQkZFRYjS+4umMjIyaDfwMIQTGjBmDt956S+0H9GmGnP9pycnJWLlyJd58801pnqFmz8rKwuPHj0vNZkjv6bNUKhWmTJmCnj17ol27dgCevI9mZmYlHgBlKMeydetWnD9/HtHR0SWWGXr2P/74A6tXr0br1q1x4MABTJw4EZMmTcLGjRsB/PMzbIg/R7NmzcLIkSPh6ekJU1NTdOrUCVOmTEFwcDAAw87+LE2yZmRkwMHBQW15/fr1YWdnZ3DHU6zOF/pZs2ZBJpOV+7p69SpUKhUA4L333sPw4cPh7e2NmJgYyGQybN++3eDzr1y5Evfv30dkZKTesj5L0+xPS0tLQ//+/fHKK69g/Pjxekpu/MLCwpCQkICtW7fqO4pGbt++jcmTJ2Pz5s0wNzfXd5xKU6lU6Ny5MxYvXoxOnTphwoQJGD9+PNasWaPvaBX69ttvsXnzZmzZsgXnz5/Hxo0bsWzZMumPFNI/oxjrviqmTZuGMWPGlNumRYsWSE9PBwC0bdtWmi+Xy9GiRQukpqYCAJycnEr0pi7u1VvWI3OrStP8R44cQVxcXIlxm7t06YLg4GBs3LgRTk5OpT7uF6ie/JpmL/bnn3+iT58+eOGFF7B27Vq1djWdXVPaPEZZ38LDw7Fnzx7ExsaiadOm0nwnJycUFBQgJydH7czYEI4lPj4ed+/eRefOnaV5jx8/RmxsLD7//HMcOHDAYLMDgLOzs9rvFgDw8vLCd999B+Cfn+HMzEw4OztLbTIzM9GxY8cay1ma6dOnS2f1ANC+fXvcunUL0dHRCA0NNejsz9Ikq5OTE+7evau2XlFREbKzsw3iZ6lU+u4kUFsoFAohl8vVOuMVFBQIBwcHqWd3cWe8p3tT//e//xXW1tbi0aNHNZ75abdu3RKXLl2SXgcOHBAAxI4dO8Tt27eFEP90aCsoKJDWi4yMNIgObXfu3BGtW7cWI0eOFEVFRSWWG3L2bt26ifDwcGn68ePHwtXV1eA646lUKhEWFiZcXFzEtWvXSiwv7tC2Y8cOad7Vq1cNokNbbm6u2s/3pUuXRJcuXURISIi4dOmSQWcXQohRo0aV6Iw3ZcoU4ePjI4T4p5PYsmXLpOXFv5P03aHNzs5OfPHFF2rzFi9eLFq3bi2EMOzsKKMzXnlZizvjnTt3Tmpz4MABg+6Mx0JfCZMnTxaurq7iwIED4urVq2LcuHHCwcFBZGdnCyH+ub2uX79+4uLFi2L//v2iSZMmBnd7nRBCpKSklOh1n5OTIxwdHcVrr70mEhISxNatW4WlpaXeb1G7c+eOaNWqlfDz8xN37twR6enp0quYoWYX4sntdXK5XGzYsEFcuXJFTJgwQdja2qrdnWEIJk6cKGxsbMTRo0fV3uP8/HypzVtvvSXc3d3FkSNHxLlz54SPj49UjAzN073uhTDs7GfOnBH169cXH3zwgbh+/brYvHmzsLS0FJs2bZLaLFmyRNja2orvv/9e/P7772Lw4MEGcXtdaGiocHV1lW6v27lzp7C3txczZsyQ2hhS9vv374sLFy6ICxcuCABi+fLl4sKFC+LWrVsaZ+3fv7/o1KmTOH36tDhx4oRo3bo1b68zFgUFBWLatGnCwcFBNGzYUPj7+4uEhAS1Njdv3hSBgYHCwsJC2Nvbi2nTponCwkI9JS5baYVeCCF+++030atXLyGXy4Wrq6tYsmSJfgI+JSYmRgAo9fU0Q8xebOXKlcLd3V2YmZmJbt26iVOnTuk7UgllvccxMTFSm4cPH4q3335bNGrUSFhaWoqhQ4eq/cFlSJ4t9Iae/ccffxTt2rUTcrlceHp6irVr16otV6lUYu7cucLR0VHI5XLh5+cnkpKS9JT2H7m5uWLy5MnC3d1dmJubixYtWoj33ntP7VZXQ8r+yy+/lPpzHhoaqnHWv//+W4waNUo0aNBAWFtbizfeeEPcv39fD0ejGT6mloiIyIjV+V73RERExoyFnoiIyIix0BMRERkxFnoiIiIjxkJPRERkxFjoiYiIjBgLPRERkRFjoSciIjJiLPRERERGjIWeiIjIiLHQEwHw9fXFlClTDGY7+t5HTdPVMQkhsHz5cnh4eMDS0hJDhgyBQqEod52///4bDg4OuHnzZpX3b2hGjhyJjz/+WN8xSM9Y6MkojBkzBjKZDDKZDGZmZmjVqhUWLlyIoqKiGs2xc+dOLFq0SGfbK60A6nofFYmLi0O9evUQFBRUY/vU1vTp07F69Wps3LgRx48fR3x8PKKiospd54MPPsDgwYPRvHlzAOo/S6ampnB0dETfvn2xfv16qFSq6j8IHZozZw4++OCDCv/YIePGQk9Go3///khPT8f169cxbdo0REVF4aOPPqqx/RcUFMDOzg4NGzas1v3UxD6etm7dOrzzzjuIjY3Fn3/+WWP7razTp09j+fLl2LZtG1566SV4e3tj/Pjx2LdvX5nr5OfnY926dRg3bpza/OKfpZs3b+Knn35Cnz59MHnyZAwcOLDa/3gsKCjQ2bbatWuHli1bYtOmTTrbJtU+LPRkNORyOZycnNCsWTNMnDgR/v7++OGHHwAASqUSkyZNgoODA8zNzdGrVy+cPXu2zG3t378fvXr1gq2tLRo3boyBAwfixo0bam18fX0RHh6OKVOmwN7eHgEBAWpn4Ddv3pTODJ9++fr6arSfMWPG4NixY/j000+ldW/evFniLF+TY/P19cWkSZMwY8YM2NnZwcnJqcIzXQDIy8vDtm3bMHHiRAQFBWHDhg0l2lS07fv37yM4OBhWVlZwdnbGJ598UuGlepVKhejoaHh4eMDCwgIdOnTAjh07ys26bNky+Pn5oXPnztI8R0dHZGVllbnOvn37IJfL0aNHD7X5xT9Lrq6u6Ny5M2bPno3vv/8eP/30k9p7UFFOTY69tJ8jTd8DTdoMGjQIW7duLfe9I+PGQk9Gy8LCQjo7mjFjBr777jts3LgR58+fR6tWrRAQEIDs7OxS133w4AEiIiJw7tw5HD58GCYmJhg6dGiJS7cbN26EmZkZTp48iTVr1qgtc3NzQ3p6uvS6cOECGjdujJdeekmj/Xz66afw8fHB+PHjpW24ubmVyKrpsW3cuBFWVlY4ffo0li5dioULF+LgwYPlvofffvstPD090aZNG4SEhGD9+vUo7cnW5W07IiICJ0+exA8//ICDBw/i+PHjOH/+fLn7jY6OxldffYU1a9bg8uXLmDp1KkJCQnDs2LFS2yuVSuzduxdDhw5Vm//o0SPY2NiUuZ/jx4/D29u73CzFXn75ZXTo0AE7d+7UOKemx17az5Em74Embbp164YzZ85AqVRqdJxkhGrqwfdE1Sk0NFQMHjxYCCGESqUSBw8eFHK5XLz77rsiLy9PmJqais2bN0vtCwoKhIuLi1i6dKkQQojevXuLyZMnl7n9v/76SwAQly5dkub17t1bdOrUSa1dWdt5+PCh6N69uxg4cKB4/PixxvspbXtPz9Pk2IrX6dWrl9p2unbtKmbOnFlmFiGEeOGFF8SKFSuEEEIUFhYKe3t78csvv5TIU9a2c3Nzhampqdi+fbu0LCcnR1haWqod19PH9OjRI2FpaSl+/fVXtW2OGzdOjBo1qtScv/76qwAgzM3NhZWVlfQyMzMTAQEBZR7f4MGDxdixY9XmPf2z9KwRI0YILy8vjXJW5tif/TnS5D3Q9H367bffBABx8+bNMt8HMm719ftnBpHu7NmzBw0aNEBhYSFUKhVGjx6NqKgo3LhxA4WFhejZs6fU1tTUFN26dUNiYmKp27p+/TrmzZuH06dPIysrSzqTT01NRbt27aR2mp4Njh07Fvfv38fBgwdhYvLPhTRN91OWyhzb888/rzbt7OyMu3fvlrntpKQknDlzBrt27QIA1K9fHyNGjMC6devUvn4ob9t//PEHCgsL0a1bN2mZjY0N2rRpU+Z+k5OTkZ+fj759+6rNLygoQKdOnUpd59q1a7CyssLFixfV5gcFBam9N896+PAhzM3Ny1z+LCEEZDKZRjkrc+zP/hxp8h5o+j5ZWFgAeNIfgeomFnoyGn369MHq1athZmYGFxcX1K+v/Y/3oEGD0KxZM3z55ZdwcXGBSqVCu3btSnSUsrKyqnBb77//Pg4cOIAzZ86U6ESn6X50wdTUVG1aJpOV24t83bp1KCoqgouLizRPCAG5XI7PP/9c7ZJ4Zbddnry8PADA3r174erqqrZMLpeXuk5ubi7s7e3RqlUrad6tW7dw/fp1DB8+vMx92dvb4969expnS0xMhIeHh0Y5y/paqDTP/hxp8h5o+j4V52jSpInGeci4sNCT0bCyslL7RV+sZcuW0vefzZo1AwAUFhbi7NmzpXYI+/vvv5GUlIQvv/wSL774IgDgxIkTWmX67rvvsHDhQvz0009o2bJlpfdjZmaGx48fl7n9yh6bpoqKivDVV1/h448/Rr9+/dSWDRkyBN988w3eeuutCrfTokULmJqa4uzZs3B3dwcAKBQKXLt2Ta2vwtPatm0LuVyO1NRU9O7dW6O89vb2UCgUamfcH3zwAQYMGIC2bduWuV6nTp007pF+5MgRXLp0CVOnTtUop62tbaWPvZgm74Gm71NCQgKaNm0Ke3t7jY6TjA8LPRk9KysrTJw4EdOnT4ednR3c3d2xdOlS5Ofnl7itCgAaNWqExo0bY+3atXB2dkZqaipmzZpV6f0mJCTg9ddfx8yZM/Hcc88hIyMDwJPibWdnp9F+mjdvjtOnT+PmzZto0KAB7OzsqnRsmtqzZw/u3buHcePGlejMNnz4cKxbt06jQt+wYUOEhoZK+RwcHDB//nyYmJhIBbm0dd59911MnToVKpUKvXr1gkKhwMmTJ2FtbY3Q0NAS67z88st49OgRlixZgpEjR2Lz5s348ccfcebMmXLzBQQEIDIyEvfu3UOjRo2k+UqlEhkZGXj8+DEyMzOxf/9+REdHY+DAgXj99dc1zlnZY6/Me6Dp+3T8+PESf6xRHaPnPgJEOlFeByohnnSGe+edd4S9vb2Qy+WiZ8+e4syZM9LyZzu9HTx4UHh5eQm5XC6ef/55cfToUQFA7Nq1q8x1np0XExMjAJR49e7dW+P9JCUliR49eggLCwsBQKSkpJTYb0XHVlbWwYMHi9DQ0FLfr4EDB4oBAwaUuuz06dMCgPjtt9802nZubq4YPXq0sLS0FE5OTmL58uWiW7duYtasWWXmU6lUYsWKFaJNmzbC1NRUNGnSRAQEBIhjx46VmkkIIbZu3Src3NyEhYWFCAoKEsnJyWW2fVq3bt3EmjVrpOnQ0FDp/1X9+vVFkyZNhL+/v1i/fn2JjpQV5dTm2CvzHlTU5uHDh8LGxkbExcVp9F6QcZIJUcq9MkRE1eTBgwdwdXXFxx9/XKWrDrqyd+9eTJ8+HQkJCWodJatDTR/76tWrsWvXLvz888/Vvi8yXLx0T0TV6sKFC7h69Sq6desGhUKBhQsXAgAGDx6s52RPBAUF4fr160hLSyt1nIKq0Pexm5qaYuXKlTWyLzJcLPREVO2WLVuGpKQkmJmZwdvbG8ePHzeozmHV+ZAgfR77f/7znxrZDxk2XronIiIyYhwCl4iIyIix0BMRERkxFnoiIiIjxkJPRERkxFjoiYiIjBgLPRERkRFjoSciIjJiLPRERERGjIWeiIjIiLHQExERGbH/A245mrV/mq/gAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 512x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Histogram\n",
    "HistoChopA, HistParam = Fplot.Histogram(CatO, showfit='no', Source='ChopA', LabelSide='right')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Magnetic field map on Herschel Column Density and Stokes I total intensity contours\n",
    "BvI_Fix30_Zoom = Fplot.BvImap(IFix30, Fix30, Region, FigSize=MapFigSize, Ilevels=Icontours, Iscale=Iscale, Colorbar='top', StepVec=2, ScaleVec=1.5, ScaleLength=ScaleLength, PhysLength='0.25 pc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Power law index: -0.6566536799151362 ± 0.016616993745070766\n",
      "Coefficient: 38.10161701397291 ± 2.2257317575701228\n",
      "Chi-Squared: 4074.8003786248664\n",
      "Number of elements: 642\n",
      "Reduced Chi-Squared: 6.366875591601354\n"
     ]
    },
    {
     "data": {
      "image/png": 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cuCGy7/r165m5ubnUx7NnzxokzvLycqavr88OHz4ssn369Ols9OjREo/r0qULW7p0KZs4cSKzs7NjvXr1Yj/++KPC+0gib1JXJn5lr/nhw4cMALt9+7bMuJTBT+ppaWkieaysrEzmsRqV1BcsWMBat27Nnjx5InPfoqIiBoCdOHFCrrL5b5JOJ3XGGFu5kkvqw4erOxJCCGPM29ubTZs2TfD7/v37mZ6entiWxpycHPbw4UOpj8rKygaJMz09nQFgFy9eFNm+YsUK5uXlJfE4Y2NjZmxszFauXMlu3LjBfvjhB2ZiYsIiIyMV2oev9hcbPT09ZmxsLPOLjTLxK3OMpNZkVapPvjJQ6Q0AJTHGsGjRIhw+fBixsbFwc3OTeczNf+Y6d3R0bODotMzcucCXXwIxMdwQt86d1R0RIU3W8+fPcenSJWzevFmwzcDAAIwxhIaG1tnf2tq6Tl8iRX388cfYuHGj1H2SkpLQWUX/N9TU1KB379744osvAABvvPEG7ty5g+3bt2PGjBly78M3b948vPvuu4LfAwICMGHCBIznT4kNqLVD64IFC3Dnzh38/fffaotBGo1I6gsWLMDevXvx+++/w8LCAllZWQAAKysrmJqa4vHjx9i7dy9GjRoFGxsbJCYmYtmyZRg8eDDc3d3VHL2GadMG+M9/gOhoYPt24Ouv1R0RIU1WUlISAMDDw0Ow7cGDB/Dy8kKPHj3q7P/FF18IEp8k9+7dg4uLi8TXg4ODMXPmTKlltG3bts42W1tb6OvrIzs7W2R7dnY2HBwcJJbl6OiIrl27imzr0qULDh06pNA+fLW/2JiamqJly5Zo37691GtSJn5Fj1m4cCH+/PNPxMXFoXXr1lLjUReNSOrb/lmMxMfHR2T7rl27MHPmTBgZGeHMmTP4+uuvUVxcDGdnZ0yYMAGrVq1SQ7RaYP58LqlHRgLr13MT0xBCGl1+fj709fXB4/EAALm5udi8eTN69uwpdv/atVRxZNVS7ezsYGdnp3CsRkZG8PT0RExMDMaOHQuAq2HHxMRg4cKFEo8bMGBAneFdycnJaNOmjUL71Jcy8ct7jDKtyWqj6nsBmqrJ3FNnjLHqasbc3Lh76z/9pO5oCGmy+B2q1q5dy5KSktjIkSOZh4cHs7e3Z0+fPlV3eHXs27ePGRsbs8jISHbv3j32wQcfsObNm7OsrCzBPt999x0bNmyY4PerV68yAwMDtn79evbw4UMWFRXFzMzM2J49exTah6+wsJBlZmZKfVRVVSkVf+3Y5b3m+fPnMysrKxYbGysSR0lJiXJvtAz1yVeU1HXVpk1cUn/jDcZqatQdDSFN1tq1a5mNjQ0zMTFhM2fOZK9evWIeHh6sc+fO6g5NrO+++465uLgwIyMj5uXlxS5fvizyekhICGvTpo3ItujoaNa9e3dmbGzMOnfuLLZnuzz78MuHmOFcwo+UlBSl4hcXuzzXLCkOeYfaKao++apeS69WVlYiKysLJSUlsLOzq3cHj4aks0uvSpKTA7RuDZSVccuzDh6s7ogIIYTIoVGXXi0sLMS2bdswZMgQWFpawtXVFV26dIGdnR3atGmDwMBAXLt2TdFiiarZ2ADTp3PPv/pKvbGoGa3ARghpKhRK6uHh4XB1dcWuXbswYsQIHDlyBDdv3kRycjIuXbqEkJAQVFVVYeTIkXjrrbfw8OHDhoqbyGPpUu7n778Djx+rNZSGIG+ylrQCGyV7QoiuUaj5ffLkyVi1ahW6desmdb/y8nLs2rULRkZGmDVrVr2DVIUm1/zO5+cHnDgBLF4MfPONuqNRqdDQUCQmJsLd3R0hISES98vIyEBERAQCAwNFeg4HBwfj+PHj8PPzQ1hYWGOETAghMjVa8/uvv/4qM6EDgLGxMebNm6cxCb1JW7aM+7ljB5CXp9ZQVE3e5VIlrcDGH2bE/1kb1eQJIdpGJePUX716hStXrqC6uhp9+vShWd40yZtvAt26AXfvcqu3LV+u7ohUhp+slRUUFAQLCwuJXwrCw8Nx7NgxFBYWiswIRgghmqreS68eOnQI7du3R2hoKEJCQtCuXTvs2rVLFbERVeDx/r23/t133NKsWk5VNWhZa6jz70zVY4AIIYQ0KoWTelFRkcjvoaGhuHr1Kq5evYqEhAQcOHAAn376qcoCJCoQEADY2QGpqcBvv6k7mnqT1PFN1YKDg+Hn5wcej0dN8ERrJCQkwNDQsM4Mnaqybds2uLu7w9LSEpaWlvD29sbx48dF9qmursZnn30GNzc3mJqaol27dli3bp3UL8hxcXHw9/eHk5MTeDwejhw50iDxb9iwAX369IGFhQVatmyJsWPH1pntrjZ5rllTKJzUPT098fvvvwt+NzAwEFlMPjs7G0ZGRqqJjqiGqSk3dSygE8Pb5L2XrqjaLQBOTk6wtLRESkpKg3+BIERVFi9ejOXLl+PWrVsNUn7r1q3x5ZdfIj4+HtevX8ewYcMwZswY3L17V7DPxo0bsW3bNmzZsgVJSUnYuHEjNm3ahO+++05iucXFxejZsye2bt2qcEw+Pj6IjIyUa9/z589jwYIFuHz5Mk6fPo3KykqMHDkSxcXFEo+R55o1hqKz1aSkpLBRo0axsWPHsvT0dBYXF8ecnJyYvb09s7GxYXZ2duzo0aMKz4LT0JrcjHK1ZWUxZmTEzTJ36ZK6o9FIa9asYePHj2dr1qwRbEtPT2dr1qxh6enpaoyMEPlERUUxf39/lpaWJnPmNVVq0aIF+0loSuq3336bzZo1S2Sf8ePHs4CAALnKA1BnjXNp5F1zXZwXL14wAOz8+fMKHVf7mlWpPvlK4Zq6q6srjh49infffRdDhgzBzZs38ejRI5w+fRpnzpxBamoqRo0apeKvHqTe7O2BKVO45zpQW28I4loAZN13J0RTFBcX45NPPsHGjRvRunVrWFlZCZaoru2LL75As2bNpD5SU1NlnrO6uhr79u1DcXExvL29Bdv79++PmJgYJCcnAwBu3bqFv//+G35+fiq5VlXKz88HALlnRJV0zRqjPt8mXr9+zWbPns28vLzYzZs361NUg2vyNXXGGLt5k6up6+sz9uyZuqPRaFRDJ9rmk08+YXPnzhX87u3tzUJCQsTum5OTwx4+fCj1UVlZKfFciYmJzNzcnOnr6zMrK6s6rbPV1dXso48+YjwejxkYGDAej8e++OILua8FMmrq69evZ+bm5oKHnp4eMzY2Ftn2TI7/46qrq9nbb7/NBgwYIHNfWdesSo2+oMvRo0fZ5s2b2enTpxljjMXGxrJu3bqx5cuXN9iqNfVFSf0fw4ZxiX35cnVHotHENcUToqkeP37MbGxsWGZmpmBbYGAgGzNmTIOcr7y8nD18+JBdv36dffzxx8zW1pbdvXtX8Pqvv/7KWrduzX799VeWmJjIdu/ezaytrVlkZKRc5ctK6rW/lHh5ebGNGzfK/aWEb968eaxNmzYsLS2t3tesSo2a1IOCgljLli3ZpEmTWNu2bdnatWsZY9wFr1q1inXq1IkdO3ZM4UAaGiX1f0RHc0ndyoqxggJ1R6OxqKZOtMno0aMZAKavry948Hg8sSuSMVa3pivuIU9Nl2/48OHsgw8+EPzeunVrtmXLFpF91q1bxzp16iRXebKSem3K3FNfsGABa926NXvy5IlCx/HVvmZVqk++UnjymcjISJw6dQqenp7Izc1Fv3798Nlnn8HIyAjr1q3D5MmTMXfuXI28d0IAjBoFdOwIJCdzk9HwZ5xrYiRNHctX34ltCGksp06dwoULF5CQkAADg3//S7927RpmzZqFvLw8NG/eXOSYefPm4d1335VariL9SGpqalBeXi74vaSkBHp6ol229PX1UVNTI3eZDYUxhkWLFuHw4cOIjY2Fm5ubUuXUvmZNoXBSNzc3R0pKCjw9PZGWlgYTExOR17t27Yq//vpLZQESFdPTA1asAAIDgbAwYMECoAkOQRQe607Jm2iryspKLF26FCtWrECvXr1EXuPPGX7z5s06Y9atra2VXip75cqV8PPzg4uLCwoLC7F3717Exsbi5MmTgn38/f2xfv16uLi4oFu3bkhISEB4eLhg6vAtW7bg8OHDiImJERxTVFSER48eCX5PSUnBzZs3YW1tDRcXF5EYioqKROZM2bdvHwAgKytLsM3Ozg76+vp14l+wYAH27t2L33//HRYWFoJjrKysYGpqKjY+ea5ZYyhatd+zZw8zNTVljo6OzMrKih05ckTh5gF1oOZ3IWVljDk6cs3wO3eqOxq1oOZ1ogvCw8NZy5YtWVFRUZ3XampqmJmZGfvqq69Ues5Zs2axNm3aMCMjI2ZnZ8eGDx/OTp06JbJPQUEBW7JkCXNxcWEmJiasbdu27NNPP2Xl5eWMMcZCQkLq3Bo4d+4cA1DnMWPGjDoxhISEiN1X+CFpOJ+k/YWb72vHJ881q1J98pVCq7Tx5eTk4MmTJ+jQoUOdZh1N1WRXaZNk82auxt6pE3DvHleDJ4QQonaNtkobf9yijY0N+vTpIzOhp6enKxQMaURz5wLNmwMPHnDrrROxaKU2Qog2USip9+nTB3PnzsW1a9ck7pOfn4+IiAh0794dhw4dqneApIFYWAALF3LPN2wAaNESsRprnnlCCFEFhZrfc3JysH79euzcuRMmJibw9PSEk5MTTExM8Pr1a9y7dw93796Fh4cHPvvsM42aWY6a38V4+RJo0wYoLQViYoBhw9QdkcaR1UueEEJUrT75Sql76qWlpTh69Cj+/vtvPHv2DKWlpbC1tcUbb7wBX19fdO/eXdEiGxwldQkWLQK2bOHWXT91St3REEJIk9foSV0bUVKX4OlToH17oLoauH4d8PRUd0SNjmrjhBBN0mgd5YgOcnUFJk/mnm/cqNZQ1EXcfXPqIEcI0UaU1Anw4Yfcz4MHgYcP1RuLGohbnU1SBzlK9oQQTUZJnQA9egD/+Q/XA/7//k/d0TQ6ccurikv0APWGJ4RoNrqnTjgXLgADB3JTxj56BDg7qzsijUT33wkhDa3RO8o9e/YMiYmJsLe3h5eXl6KHqwUldTn4+ADnz3PzwW/Zou5oCCGkSWrUjnK//vorOnbsiDFjxsDb2xu9e/fGy5cvFS2GaKLVq7mfERGADs0GSPfBCSFNhcJJPTQ0FFOmTMH9+/dx6p9xzR9//LHKAyNqMHQo1wRfUQFs2qTuaFSG7oMTQpoKhZvfjYyMkJycDFdXVwDA/fv34enpieLi4oaIT2Wo+V1OZ85wE9GYmABPngCOjuqOqN5UfR+c7qsTQhpSoza/V1VVwczMTPB7586dUVNTI7KOLdFiw4cD/fsDZWVaWVsX19Qurnd7fVDNnxCiqZQa0vbzzz/j4sWLgkXqDQwMUFJSotLAiJrweEBICPd8+3ZAy76sNUbClTTcjRBC1E3h5vchQ4bg5s2bKCwshJ6eHtzc3PD06VN8+OGHGDFiBHr37g0LC4uGildp1PyuAMa42vrly0BQEBAWpu6I5EZN44QQbdeoze/nz59Hfn4+Hjx4gD179mDcuHEYMmQItm3bhuHDh6NFixbo0qWLosUSTcLj/dsTfts24MUL9cZDCCFELgbKHtihQwd06NAB7733nmBbSkoKrl+/joSEBJUER9TorbeAPn2Aa9eAzZu15v66cPN7CP82AiGENBE0oxyR7OhRbvpYMzNuNTc7O3VHJBM1vxNCtJ3Wr9K2YcMG9OnTBxYWFmjZsiXGjh2LBw8eiOxTVlaGBQsWwMbGBs2aNcOECROQnZ2tpoibiFGjgN69gZISrVnBTZU93WnSGkKIttGIpH7+/HksWLAAly9fxunTp1FZWYmRI0eKjH1ftmwZoqOjceDAAZw/fx4ZGRkYP368GqNuAng8YO1a7vnWrUATS240dI0Qom00svn95cuXaNmyJc6fP4/BgwcjPz8fdnZ22Lt3LyZOnAiAm/SmS5cuuHTpEvr16yezTGp+VxJjwODBwN9/A/PnA99/r+6IGg015RNC1EHrm99ry8/PBwBYW1sDAOLj41FZWYkRI0YI9uncuTNcXFxw6dIlsWWUl5ejoKBA5EGUwOMB69dzzyMiuFnmtICiTeeNMWkNIYQoonYOKy8vl3lMvZJ6TEwMPvnkE8yZMwezZs0SeSirpqYGS5cuxYABA9C9e3cAQFZWFoyMjNC8eXORfe3t7SXOZLdhwwZYWVkJHs60lKjyBg8GRo4EqqqA0FB1RyMXRZvOqamdEKJpnJ2dRfLYhg0bZB6jdFIPDQ3FyJEjERMTg1evXuH169ciD2UtWLAAd+7cwb59+5QuAwBWrlyJ/Px8wSMtLa1e5TV5/Nr6L78A9+6pNxY5KDrrm7KzxFFnOkJIQ0lLSxPJYytXrpR5jNL31B0dHbFp0yZMmzZNmcPFWrhwIX7//XfExcXBzc1NsP3s2bMYPnw4Xr9+LVJbb9OmDZYuXYply5bJLJvuqavA+PHA4cPAhAnAwYPqjkYjhIaGIjExEe7u7jQunhCiEmq5p15RUYH+/fsre7gIxhgWLlyIw4cP4+zZsyIJHQA8PT1haGiImJgYwbYHDx4gNTUV3t7eKomByGHdOu4e+6FDQHy8uqPRCDQPPCFEkyhdU//oo4/QrFkzfPbZZ/UO4r///S/27t2L33//HZ06dRJst7KygqmpKQBg/vz5OHbsGCIjI2FpaYlFixYBAC5evCjXOaimriLTpgF79nAzzh0/ru5oCCFE59QnXymd1JcsWYLdu3fD3d0d7u7uMDQ0FHk9PDxc/iB4PLHbd+3ahZkzZwLgJp8JDg7Gr7/+ivLycvj6+uL777+Hg4ODXOegpK4ijx8DnTtzneZiY4EhQ9QdESGE6BS1JPWhQ4dKLpTHw9mzZ5UptsFQUleh+fO5ZVm9vLiV3CR8KSOEEKI4tSR1bUNJXYWysoD27YHiYuB//wPeeUfdERFCiM7QuclniIZzcABWrOCer1wJVFSoNx450fAzQoiuq1dSz8vLQ1hYGObMmYM5c+YgPDxcMBsc0XHBwYC9PXeP/Ycf1B2NXGiCGUKIrlM6qV+/fh3t2rXDV199hdzcXOTm5uKrr75Cu3btcOPGDVXGSDRRs2bAmjXc87VrAS2YhpeGnxFCdJ3S99QHDRqE9u3bIyIiAgYGBgCAqqoqzJkzB0+ePEFcXJxKA60vuqfeACorgR49gAcPgE8/BT7/XN0REUKI1lPLPfXr16/jo48+EiR0ADAwMMCHH36I69evK1ss0SaGhsCXX3LPw8OB9HT1xiMB3UsnhDQVSid1S0tLpKam1tmelpYGCwuLegVFtMiYMcCAAUBpKbB6tbqjEauh7qULf1mgLw6EEE2gdFKfNGkSZs+ejf379yMtLQ1paWnYt28f5syZg8mTJ6syRqLJeDzg//6Pe75rF3DzplrDEaeh7qULf1mgTniEEE2g9D31iooKrFixAtu3b0dVVRUAwNDQEPPnz8eXX34JY2NjlQZaX3RPvYG99x6wfz/g4wOcPdskJqTJyMhARESE4MsC/zmtv04IqQ+1Tj5TUlKCx48fAwDatWsHMzOz+hTXYCipN7Bnz4BOnYDycuC334Bx49QdESGEaCW1Tj5jZmaGHj16oEePHhqb0EkjaNMGWL6ce758OZfcmyC6t04IUSeFaupBQUFYt24dzM3NERQUJHVfRRZ0aQxUU28ERUVAx45AZiawadO/s87pIOGmd+HmdlpfnRBSX/XJVwayd/lXQkICKisrBc8lkbTqGtFxzZoBGzYAM2dya69Pn87NOqeDhDvGCSfvwMBAkfvshBDSmJS+p56amorWrVtDT0+0BZ8xhrS0NLi4uKgkQFWhmnojqanhVm+Ljwc++EBrppBVlKSaOiGE1JdaOsrp6+sjMzMTLVu2FNmek5ODli1borq6WpliGwwl9Ub099/AoEGAnh5w/TrwxhvqjogQQrSGWjrKSfouUFRUBBMTE2WLJbpg4EBg0iSu1r5gAfeTEEJIg1PonjoAQQc5Ho+H1atXi/R4r66uxpUrV9CrVy+VBUi0VFgY8OefwKVLwO7d3H12QgghDUrhmnpCQgISEhLAGMPt27cFvyckJOD+/fvo2bMnIiMjGyBUolVatfp3FbcPPwRev1ZrOI2NhrYRQtRB6Xvq77//Pr755hutuT9N99TVoLIS6NkTSErimuG3bFF3RI2GhrYRQpSl1hnltAUldTU5exYYPrzJdZqj3vGEEGWppaPchg0bsHPnzjrbd+7ciY0bNypbLNE1w4Zx88I3sU5zTk5OCAkJoYROCGlUSif1H374AZ07d66zvVu3bti+fXu9giI6ZvNmbmKaS5eAn39WdzSEEKKzlE7qWVlZcHR0rLPdzs4OmZmZ9QqK6JhWrQD+feUm2GmOEEIai9JJ3dnZGRcuXKiz/cKFC9TkSOpasgTo2hV49Qr47DN1R6MS1MOdEKJplE7qgYGBWLp0KXbt2oVnz57h2bNn2LlzJ5YtW0bzXpO6DA3/7f2+bRtw7Zp641FC7SQuPP87IYRoAqWT+ooVKzB79mz897//Rdu2beHm5oZFixZh8eLF+Pjjj1UZI9EVQ4cCAQFcZ7nAQG7ImxapncQDAwPh7u5OX2IJIRqj3kPaioqKkJSUBFNTU3To0AHGxsaqik2laEibhnjxAujSBcjNBb78EvjoI3VHJDcapkYIaQxqHad+7949pKamoqKiQmT76NGj61OsylFS1yA//8xNG2tiAty5A7Rrp+6ICCFEYzTaeurCnjx5gnHjxuH27dvg8XiCBV74a6lr2iptRINMnw788gsQEwPMnQucPg3887khhBCiPKXvqS9ZsgRubm548eIFzMzMcOfOHcTFxaF3796IjY1VYYhE5/B4wPbtXE09JoZL8GpEvdgJIbpC6aR+6dIlrF27Fra2ttDT04O+vj4GDhyIDRs2YPHixaqMkeii9u3/HbseFAS8fKm2UKgXOyFEVyid1Kurq2FhYQEAsLW1FdRy2rRpgwcPHqgmOqLbgoMBd3cgJwdYtkxtYUjrxU61eEKINlE6qXfv3h23bt0CAPTt2xebNm3ChQsXsHbtWrRt21ZlARIdZmgIRERwzfFRUcCJE2oJQ9o87VSLJ4RoE6WT+qpVq1Dzz+Ica9euRUpKCgYNGoRjx47h22+/VVmARMd5eQH82zUffADk56s3nlpoLDohRJuodOnV3NxctGjRQtADXpPQkDYNVlzMNcM/eQLMmcPV3gkhpIlq9KVXKysrMXz4cDx8+FBku7W1tUYmdKLhzM0B/jK+P/0EnDyp3ngIIURLKZXUDQ0NkZiYqOpYSFM2ZMi/zfBz5mhcMzwhhGgDpe+pT506FTt27FBlLKSp++ILbna558+5YW466MaNGxg6dChu3Lih7lAIITpI6aReVVWFbdu2oXfv3pg7dy6CgoJEHoqIi4uDv78/nJycwOPxcOTIEZHXZ86cCR6PJ/J46623lA2daCpzc2DXLq43/M6dwPHjjR5CQw9hCw4ORnJyMoKDgxukfEJI06Z0Ur9z5w48PDxgYWGB5ORkJCQkCB43b95UqKzi4mL07NkTW7dulbjPW2+9hczMTMHj119/VTZ0oskGDeLWXge4Zvi8vEY9fUMPYQsLC0PHjh0RFhbWIOUTQpo2ped+P3funMqC8PPzg5+fn9R9jI2N4eDgoLJzEg22fj1w9Cjw8CGX4H/+udFOHRgYKFiJrSE4ODjAx8eHPsuEkAahcE39yZMnUOEoOLnFxsaiZcuW6NSpE+bPn4+cnByp+5eXl6OgoEDkQbSEmRkQGQno6QG7dwMHDjTaqaVNRFNfGRkZCAgIwJUrV2gyG0KITLVzWHl5ucxjFE7qHTp0wEuhebonTZqE7OxsRYtRyFtvvYXdu3cjJiYGGzduxPnz5+Hn5yd1JbgNGzbAyspK8HB2dm7QGImK9e8PrFzJPZ87F0hPb7RTN9R99YiICJiZmaG0tJQmsyGEyOTs7CySxzZs2CDzGIUnn9HT00NWVhZatmwJALCwsMCtW7dUNjUsj8fD4cOHMXbsWIn7PHnyBO3atcOZM2cwfPhwsfuUl5eLfKspKCiAs7MzTT6jTSorueR+/TowYgQ3fl1P6W4gcgsNDUViYiLc3d0Rwl90RgUyMjIETfsN0RJACNEN/Mln0tLSRPKVsbExjI2NpR7b8P9DNoC2bdvC1tYWjx49kriPsbExLC0tRR5EyxgaAnv2AKamwJkzQCNNP1zfqWEl1fQbsmmfEKJ7aucwWQkdUCKp84eU1d7WmJ4/f46cnBw4Ojo26nmJGnTqBPB7in/8MXDnToOfsr7JlxaBIYSoi8K93xljmDlzpuAbQ1lZGebNmwdzc3OR/X777Te5yywqKhKpdaekpODmzZuwtraGtbU1QkNDMWHCBDg4OODx48f48MMP0b59e/j6+ioaPtFG8+YBf/4JHDsGBAQAV68CcnxjVZeG7kFPCCGSKHxP/f3335drv127dsldZmxsLIYOHVpn+4wZM7Bt2zaMHTsWCQkJyMvLg5OTE0aOHIl169bB3t5e7nPQgi5aLisL6NEDePWKG+b29dfqjogQQhpEffKVSldp02SU1HXAn38C/v7c899/B0aPVm88SqDOcoQQWRp9lTZC1OI//wGWLeOez5wJpKaqNRxl0P12QkhDoqROtMuXXwK9ewOvXwNTpgBVVQ12qoYYr17fnvWEECINJXWiXYyMgP37AUtL4MIFQIXjyGtriFo1DWsjhDQkSupE+7RtC/AT7YYN3Bj2BiCuVt3Qq7gRQkh9UFIn2undd4EPPgAYA6ZOBRpgqmJxtWq6J04I0WT16v0eExODmJgYvHjxAjU1NSKv7dy5s97BqRL1ftdBpaWAlxc3Ic2IEcCJE4C+foOeknqvE0Iamlp6v4eGhmLkyJGIiYnBq1ev8Pr1a5EHIQ3O1BT43/+4Vd3OnAHWrm3wU9I9cUKIJlO6pu7o6IhNmzZh2rRpqo6pQVBNXYdFRXFN8AAQHc0NfSOEEC2llpp6RUUF+vfvr+zhhKhOQACwcCH3fNo04PFj9cZDCCFqonRSnzNnDvbu3avKWAhRXlgY4O0N5OUBEyYAJSXqjogQQhqdwgu68JWVleHHH3/EmTNn4O7uDkNDQ5HXw8PD6x0cIXIzMgIOHAA8PIBbt7hFYH7+GWjkFQQJIUSdlE7qiYmJ6NWrFwDgTq3lMBt7KVZCAACtWnET04wYAfzyC1dznz9f3VFJRb3pCSGqRAu6EN0TFgYsXw4YGgLnz3PJXUOFhoYiMTER7u7uCGnA2fEIIdqDFnQhRFhQEDBxIlBZCYwbBzx/rrKiVT2jHM0FTwhRpXrV1PPy8rBjxw4kJSUBALp27YrZs2fDyspKZQGqCtXUm5iiImDAACAxEfD0BOLiuPHs9dTQNeuMjAyEhYWBx+MhKCiImuQJaYLUsp769evX4evrC1NTU3h5eQEArl27htLSUpw6dQoeHh7KFNtgKKk3QU+fAn36AK9eAe+9B+zdW++Ocw11D5xfbmFhIY4dOwYAmDRpEjXJE9IEqSWpDxo0CO3bt0dERAQMDLj+dlVVVZgzZw6ePHmCuLg4ZYptMJTUm6i4OGD4cG6J1vXrgU8+afQQ5PkiwG8BcHV1BQCqqRPShKklqZuamiIhIQGdO3cW2X7v3j307t0bJRo2TpiSehP244/A3Lnc8yNHgDFjGvX08jTZUy94QgifWjrKWVpaIjU1tc72tLQ0WFhYKFssIar3wQfAggXc86lTufvsjUieznA0pzwhRBWUTuqTJk3C7NmzsX//fqSlpSEtLQ379u3DnDlzMHnyZFXGSEj9ffUVMGwY14Hu7beBRlwPnRI2IaSxKJ3UN2/ejPHjx2P69OlwdXWFq6srZs6ciYkTJ2Ljxo2qjJGQ+jM0BA4eBDp35oa4/ec/XIJXE3mGxql6+BwhRPcpndSNjIzwzTff4PXr17h58yZu3ryJ3NxcfPXVVzA2NlZljISoRosWwNGjgJ0dkJDA9YivqlJLKBEREUhMTERERES99iGEEGH1nnzGzMwMPXr0QI8ePWCmgnHAhDSotm255VlNTLgEv3gxoIZJFeW5z04T0xBCFKVQ7/egoCCsW7cO5ubmCAoKkrqvpi3oQr3fiYjffuNmnWMM2LwZCA5Wd0SEEAKgfvlKoQVdEhISUFlZKXguCS3oQjTe+PH/JvMVKwBXV27J1gZAw9UIIY1F6XHqqampaN26NfT0RFvwGWNIS0uDi4uLSgJUFaqpkzoYAxYtArZu5ZrjT50CBg1S+Wlo0RZCiCLUMk7dzc0Nr169qrM9NzcXbm5uyhZLSOPh8YCvvwZGjwbKygB//wYZw073xgkhjUXppC6pgl9UVAQTExOlAyKkURkYAPv2AQMHAvn5gK8vkJKi0lPQOHVCSGNR6J46AEEHOR6Ph9WrV4v0eK+ursaVK1fQq1cvlQVISIMzNQX++AMYMgS4fRsYORK4cAFo2VLdkRFCiEIUTur8DnKMMdy+fRtGRkaC14yMjNCzZ08sX75cdRES0hhatABOnOCWa330CPDzA86dA6j/BSFEiyjdUe7999/HN998ozWdzqijHJHLw4dcYn/5Ehg6FDh2jOtEpwbUa56Qpkktq7Tx3bt3D6mpqaioqBDZPnr06PoUq3KU1IncbtwAfHyAwkJuOtlDhwChFqnGItxrPjAwkBI8IU2EWpJ6SkoKxo4di9u3b4PH4wk6zvHHqFdXVytTbIOhpE4UEhvLNcGXlXHj1/ft4zrVNSLhmjp/ylgaFkeI7lPLkLbFixfDzc0NL168gJmZGe7evYu4uDj07t0bsbGxyhZLiGbw8eHWXjcy4mrqM2cCcn5RVdVCLMK95mlYHCFEHkon9UuXLmHt2rWwtbWFnp4e9PT0MHDgQGzYsAGLFy9WZYyEqIevL3DgAFdDj4oC5s4FampkHtYQC7HQsDhCiDyUTurV1dWwsLAAANja2gpqJW3atMGDBw9UEx0h6jZ6NLB3L6CnB+zYIdcCMFSrJoSoi9JJvXv37rh16xYAoG/fvti0aRMuXLiAtWvXom3btioLkBC1e+cdIDKSm4Fu61ZurngpiV24Vq2qpnhaW50QIg+lk/qqVatQ809T5Nq1a5GSkoJBgwbh2LFj+Pbbb1UWICEaYdo04IcfuOdhYcDy5XIt2VqfpnjhRE5rqxNC5KF0Uvf19cX48eMBAO3bt8f9+/fx6tUrvHjxAsOGDVOorLi4OPj7+8PJyQk8Hg9HjhwReZ0xhtWrV8PR0RGmpqYYMWIEHj58qGzohCgnMJCrqQNAeDiwdKnExM5PyP7+/ko3xQsncuEmfaq1E0IkUTqpi2Ntba3UsqvFxcXo2bMntvL/w6xl06ZN+Pbbb7F9+3ZcuXIF5ubm8PX1RVlZWX1DJkQx//3vvzX2b78FFiwQ23mOn5Cjo6OV7uAmnMiFm/Sp1k4IkYgpaejQoWzNmjV1tufm5rKhQ4cqWywDwA4fPiz4vaamhjk4OLD/+7//E2zLy8tjxsbG7Ndff5W73Pz8fAaA5efnKx0bIQI7dzLG4zEGMDZnDmPV1SIvp6enszVr1rD09HSVn1q47IY8DyFEPeqTr5SefEZPTw82NjYYMGAAoqKiYG5uDgDIzs6Gk5OT0pPP8Hg8HD58GGPHjgUAPHnyBO3atUNCQoLIQjFDhgxBr1698M0334gtp7y8HOXl5YLfCwoK4OzsTJPPENX55Rdu/HpNDffzp58Aff1GDYHWaidE9/Ann0lLSxPJV8bGxjA2NpZ6bL2a38+cOYOsrCz069cPT58+rU9REmVlZQEA7O3tRbbb29sLXhNnw4YNsLKyEjycnZ0bJD7ShE2bBuzZwyXyyEggIACoNV2yNKq4N07D5wjRXc7OziJ5bMOGDTKPqVdSd3R0xPnz59GjRw/06dNHo2aSW7lyJfLz8wWPtLQ0dYdEdNHkydwUsoaGwP79wJgxQEmJyC6Skrcq7o3TpDSE6K60tDSRPLZy5UqZxyid1Pkd4oyNjbF3714sWbIEb731Fr7//ntlixTLwcEBANesLyw7O1vwmjjGxsawtLQUeRDSICZOBKKjATMzbvnWkSOBvDzBy5KSt6pq2dQbnhDdVDuHyWp6B+qR1Gvfil+1ahWioqIQFhambJFiubm5wcHBATExMYJtBQUFuHLlCry9vVV6LkKU5usLnD4NNG8OXLjAzR3/z+0hSclbmVq2uAROveEJIXxKJ/WUlBTY2tqKbJswYQIuX76MnTt3KlRWUVERbt68iZs3bwrKvnnzJlJTU8Hj8bB06VJ8/vnn+OOPP3D79m1Mnz4dTk5Ogs50hGiE/v2B8+cBe3vg1i1g0CDg6VOVNpGLS+B0X50Qwlfv9dRVITY2FkOHDq2zfcaMGYiMjARjDCEhIfjxxx+Rl5eHgQMH4vvvv0fHjh3lPgctvUoazaNHwJtvAk+fAk5OwLFjQM+e9SqSP6ucv78/oqOjaV11QnRYo62nHhQUhHXr1sHc3BxBQUFS9w0PD1cokIZGSZ00qvR0rkn+7l3AwoJbvvXNN5UuTtrQNeF11ynRE6L96pOvDBTZOSEhAZWVlYLnkigzqxwhOqVVK+Cvv4Bx47gm+VGjgIgIbjy7EgIDAwWJuzbhJnkaq05I06ZU83tlZSXeeustbN++HR06dGiIuFSOaupELcrLgVmzuOVbAWDNGmD1am7FNxWhmjohuqU++UqpjnKGhoZITExU5lBCmhZjY27mOf740jVrgNmzgX9avFSBxqoTQviU7v0+depU7NixQ5WxEKKb9PSAL74Atm/nnu/aBbz9tshYdkIIUQWF7qkLq6qqws6dO3HmzBl4enoK5n7n07SOcoQ0tjrN4nPnAq1bA+++y41p79ePm7RGS25hEUI0n9I19Tt37sDDwwMWFhZITk5GQkKC4MEfb05IUyZ2Upi33wb+/ptL7g8eAF5eXIKXgzIzx9Fsc4Q0LRoxTr0xUEc50tikdmDLyuJ6xl++zC0I89VXwMKFUjvQKbIiG//cBQUFePr0Ka3iRogWafSOcoQQ2aR2YHNwAM6dQ8nEiUB1NbB4Mdc8L2WVN0VmjuO3EvB4PJptjpAmpN419Xv37iE1NRUVtf4zGj16dL0CUzWqqRNNFLpmDVwPHcL0O3fAA4DBg4H//Y+balaM2rV/Sa0BNMyNEO3VaDPKCXvy5AnGjRuH27dvg8fjCRZ44U88U11drUyxDYaSOtFE/OS70M0NNgsXAoWF3NSyBw8CYhYsqt0Er0iTPCFEO6il+X3JkiVwc3PDixcvYGZmhrt37yIuLg69e/fWqHXVCdFk/CZ6m+nTgStXgM6dgYwMrsb+3XdAre/ctZvgaTEXQogwpWvqtra2OHv2LNzd3WFlZYWrV6+iU6dOOHv2LIKDg6VOI6sOVFMnWqGwkJuB7uBB7vfJk7npZWsNGSWE6C611NSrq6thYWEBgEvw/CEzbdq0wYMHD5QtlpCmzcKCu6ceHs71iv/1V6BvXyA5Wd2REUK0gNJJvXv37rh16xYAoG/fvti0aRMuXLiAtWvXom3btioLkJAmh8cDli3DqwMHUNisGbfSW+/eXLKXQd5x6TR+nRDdpHRSX7VqFWpqagAAa9euRUpKCgYNGoRjx47h22+/VVmAhDRVWxMTsXTQIDxzceGa5SdNAj74ACgpkXiM2AlvxAgPD8f+/ftp5kdCdIzSSd3X1xfjx48HALRv3x7379/Hq1ev8OLFCwwbNkxlARLSVPn7++NJaSlyDhwAPv2Uq8FHRHC19tu3xR4jq+Mcv4ZeVFQEAGgic08R0mSodPIZa2trWkudEBWJjo6GtbU1oo8fBz7/HDhzBtX29kBSElifPsC2bXV6x8tasY1fkzc3N8ekSZMQHBwseI2a5AnRfgr1fg8KCpK7YE1r1qPe70TbiJto5r/vvINPHz5En5cvuZ3GjQN++gmwtlaqTGE05p0QzVCffKXQKm3yDlOj2joh9SMu+UZERKDCygofde2Kwz4+sPriC+DwYW58+65dwMiRUssLDw8HYwzBwcFia/KBgYGCcxJCtBMt6EKIBhJXa66T6OPjgSlT/h3u9t//Aps2iR3THhoaiv379wMAJk2aRDVxQjRYo9XUa8vLy8OOHTuQlJQEAOjWrRtmzZoFKyur+hRLSJMXGBiI8PBwFBQUCO5x12k29/QEEhKAjz4CtmwBvv8eOHUK2L27zhSzgYGBKCwsBGOMauKE6DCla+rXr1+Hr68vTE1N4eXlBQC4du0aSktLcerUKXh4eKg00PqimjrRZOKa24Vr6wCk3u9+tW8fDOfOhVVBAaCnB3z8MRASAhgZqTQmQkjDU8uCLoMGDUL79u0REREBAwOuwl9VVYU5c+bgyZMniIuLU6bYBkNJnWgyWc3tgJiaOkTXTX+RnIzlqanomZjIvejuDuzYwQ2BU1FMhJCGp5akbmpqioSEBHTu3Flk+71799C7d2+USJkgQx0oqRNNpmytmJ943dzcYGFhwR1/6RK3NntODldrX7YMWLsWMDNrlJgIIfWjlrnfLS0tkZqaWmd7WlqaYE54Qoh8ZI0vl8Tf3x+5ubmYMmXKv8dPmAAkJXGLwdTUAGFhQI8ewNmzjRITIUR9lE7qkyZNwuzZs7F//36kpaUhLS0N+/btw5w5czB58mRVxkgIkUAwQU10tOgLdnbA3r3An38CrVsDT54Aw4cDc+YAeXkqOz9NWEOIZlG6+b2iogIrVqzA9u3bUVVVBQAwNDTE/Pnz8eWXX8LY2FilgdYXNb8TXSRXE3lBAbByJdc7HgAcHICvvwbefRcZmZlKNbHzz1tYWIiUlBS4urrC0tKSmuoJUQG13FPnKykpwePHjwEA7dq1g5mC9+0aCyV1ouv4idbf3x/R0dF1E+xff3E19X/GtT9xc8OBIUNwtaBA4c5w/Hv5/GTOT+7UqY6Q+mvUceo1NTX4v//7P/zxxx+oqKjA8OHDERISAlNTU0WLIoSoEH9e99jYWFhbWyMiIkI0wQ4aBNy6BWzahMp169A2JQXBz57hcv/+aBcQIPd5MjIyUFBQADc3NwQFBQmmsKXZ6AhRP4Xvqa9fvx6ffPIJmjVrhlatWuGbb77BggULGiI2QogC+Cu0hYWFSV6pzcQEWL0auXFxSO7QAQY1NRj4999wHDYM+O23OgvEiBMREYGnT5/CwsJC0BJAneoI0QwKJ/Xdu3fj+++/x8mTJ3HkyBFER0cjKipKsLY6IUQ9+InVwcFB5r723t7o+OAB8PvvQJs2QFoa12t+1Ciu57wUspZ3lRd1siNE9RRO6qmpqRg1apTg9xEjRoDH49E/TEI0BL8ZPiIiQnri5PGA0aOBe/eAVau42edOnOCGvy1aBLx6BaBu8lVVrTwsLAz79+9HWFhYvcohhPxL4aReVVUFExMTkW2GhoaorKxUWVCEEOUFBgbC1tYWJ0+exEcffYT9+/dLXwrZzAxYtw64c4dL8tXV3Fzy7dsD4eHYsW2b4EuCKvFXc6RVHQlRHYU7yjHGMHPmTJEha2VlZZg3bx7MhVaH+u2331QTISFELsKd1ZKTk/Hs2TPBZFByDXLp0IFrjj97FggK4jrVBQdjpasrDvXti0Fz5og9l7I19qCgIMEseIqi2e4IEU/hIW3vv/++XPvt2rVLqYAaCg1pI7pOeJhZcXExEhMTERISgsuXLyue/KqrgchI4NNPgexsbtvgwcCXXwLe3vItDduAaF56osvUOk5dW1BSJ7qu9oQw4hKewom3sBDYuJGbarasjNs2ejReLFmCbX/9JXFVOXkSbX2+BFBNnegytcz9TgjRLPwObEFBQRJ7p8vdiY7PwgL4/HPgwQNg1ixugZg//kDLESMQ8ugRnPiJHor3iq9PRzknJycEBgYKrkMZ1Pue6CJK6oTomNq90zMyMrB8+XIEBwfD398fbm5uKCgoQHh4uNgOcGKTnYsLt4zr3bvAxIncePY9e4DOnYEFC4DMTIV7xSvTUU44NuEvKIocx6fI8YRoC61I6mvWrAGPxxN51F7ylZCmTlLNMzw8HD///LNgTon4+HgkJSWhsLAQubm58Pf3F9k/IiICV65cQUBAQN1abOfOwIEDwPXrwMiRQGUlN6d827bcEq8K1HqnTJkCe3t7TJkyRe5jhBOxIi0D4hK4MuPtqXZPNJ1WJHUA6NatGzIzMwWPv//+W90hEaJRaicufgIqLCxE8+bNYWlpiUuXLkFPTw95eXm4ffs2zMzMBCu88ff39/dHaWkpzMzMxNZiMzIyEPrnn8jYtQs4dw7w9ubut3/9NZfcFy7kJrORQeIKc1IIJ2JFWgbEJXBlxttT7Z5oOq1J6gYGBnBwcBA8bG1t1R0SIRqlduIKDw/H/v37wePxMHXqVPTu3RuZmZlITk5Gjx490Lx5c5SUlAj25yesvXv3wsPDA126dBFbi+WXGx4eDvj4ABcuAKdOAQMGAOXlwNatQLt2wLx5wNOncscrD2UnvlHkOGm1cVXNpkdIQ9GapP7w4UM4OTmhbdu2CAgIQGpqqtT9y8vLUVBQIPIgRNcIJyB+4gK4nuhFRUUAIDJGvaioCKamprCwsEDfvn0RFhYm6GzGT1iMMSQlJSE+Pl7sOfnlMca4869di4xu3bhV4M6e5RJ9ZSXwww9gHToAs2dzHe1qUdXMdOKSsDLN5PxjJPU1kBUzNc0TVaudw8rLy2UeoxVJvW/fvoiMjMSJEyewbds2pKSkYNCgQSgsLJR4zIYNG2BlZSV4ODs7N2LEhDQOcc3B/HviiYmJ8PPzg4WFBRITEwEAHTp0wNChQwX3saOiopCYmIiwsDCEhYWhsLAQAQEBIs3v/GR148YNhIaGIiAgAJMmTUJAQAACAgJw5coV7vw8HjB0KHDuHHbNnIlbLVuCV1UF7NwJdOkCjB3L1eob6T1QtJmcfwxjTKnauKTbH5TkibKcnZ1F8tiGDRtkHqOV49Tz8vLQpk0bhIeHY/bs2WL3KS8vF/lWU1BQAGdnZxqnTnRK7SVP+eupL1y4EK9evYK/vz8CAgIQHByMjh074vnz5ygpKYGnpydSUlLg5uYGCwsLFBYW4tixYwCASZMmCYaL8X9euXIFSUlJ6NKlC/r27YuQkBCEhobi6tWrKCkpQVhYmMga7jdu3EBwcDC2T5+OTr//zs1Ux9e/P7BiBTclrZ7seoWsMeniXldmHHt9x77XPp4myCHK4o9TT0tLE8lXxsbGIrO5iqMVNfXamjdvjo4dO+LRo0cS9zE2NoalpaXIgxBdI9wczK8pRkdHo3///jAwMACPxxN0SLOwsMDr16/x/PlzFBYWwt3dXVBjf/PNN9G8eXMMHjy4Tg01MDAQpaWlaNu2LUpLSwWv+/v7iyR04VpqdHQ0TE1NMW/3bmR8/z23aMzs2dyiMRcvAuPGobJjR+T93/9h/apVUmuzsmrd4prElWnal+cYabXv2sfLe/+davREkto5TFZCB7S0pl5UVAQXFxesWbMGixcvlusYmlGO6DpxtXb+87CwMPB4PBQVFSEuLg6jRo3C5s2bBbXJ3NxcWFtbi9TchWelE1d2QUEBnj59KkhcwrXUjIwMTJw4ES9fvsSYMWOwefNmLsjMTPz97rt448oVmP+zCFSunh6OOjhg5JEjsO/TR+p1SUq4jTXDXEPUvqlGT2rT+Rnlli9fjvPnz+Pp06e4ePEixo0bB319fUyePFndoRGiMYRnWQMgqDU6OTnB0tISKSkpaNasGSZNmoSgoCAAXG07NzcXH3/8MVxdXXHx4kVcuXIFjDHY2dnh5MmT2Lt3LwICAtCvXz+Eh4dj4sSJuHr1Kng8nkhNtKCgAGvXrkVwcDAAwNvbG4aGhqKLyTg6ou3+/fh2+XI8X7YMmcbGsK6pwbSMDNj17QuMHw/ExnKT2whdl6wadH0nopFXQ6wlTz3qiSppRU39vffeQ1xcHHJycmBnZ4eBAwdi/fr1aNeundxlUE2dNAWSan0ZGRkIDw8HY0yQdCMiIpCZmYm4uDgMHjwYDx48gJ6eHmpqahAVFYWAgAAkJyejqKgIjDFYWVnBwsIClZWVaN26NaKiogAAa9euxdGjR2FgYICioiLY2dnVuS9fOyFnZGQgICAABjwePDMyMLu0FB2ERrSUtmuHP93ckNC1KxZ+9JHY4/nXExAQgL179wqeC9/b5+8r7V63pBYOVfTKl1QW1c6JNLSgixwoqZOmoHYiEf6d3+GttLQUHh4euH//PhITE2FiYiL4t2FnZ4eDBw+KdHaztrZGXFwcfH194eDgIPhi4OTkhOXLl2Pbtm1gjMHQ0BAjRoxAZmYmtmzZAg8PD2RkZCAsLAzFxcUwNzcXfKEICAgQ+QLh5OSEF+fO4dLUqRiZlQXTmhoAQAGPhxtduuCGpyfS7exEjn/+/DkMDQ3RvHlz5OXlwc/PD5aWlnWSpXAC9ff3xwcffAAA+PHHH+Hh4SHyOgDBe8SPS1nSEre8twuk/T1pIRvdRUldDpTUSVMknFgCAwMREBAAMzMzdOnSBRcvXkRWVhYcHBzg7u6OuLg4eHp64vHjx3B3d8fq1avh5OSEkydPYt68edi+fTt8fX0BAHv37sX8+fNhZ2eHiooKvH79GnZ2dnBwcICjoyPMzMzw999/w8PDA7GxsSgtLUWLFi1QVFSEVq1aCYaj/vTTT4KlYSMiInD16lWk3b6NOfr6+M+zZ2gr9N9TorExTrdpg5yRI3HryRO8fv0abdu2xenTp1FRUYFJkyZh9erVUnvCBwQEID4+HsbGxli4cKHYmjr/PfLy8pLZ2sDvqxAUFCT29fom4NpfDKiG3zTUK1+xJiI/P58BYPn5+eoOhZBGk56eztasWcPS09Pr/B4cHMy6dOnCgoODBdu9vb2ZhYUFs7a2Zj4+Piw9PZ35+Pgwe3t75urqyuLj49maNWtYs2bNGABmYGDAvL29maenJ2vfvj2bOnUq8/b2ZmZmZkxPT48ZGRkxKysr1rx5c2ZsbMz09fWZnp4eMzExYW5ubszV1ZX5+fmx4OBg9sEHHzBvb2924sQJ5uPjw4YPHcqC3N1Z7ptvsko9Pca4O+2szNCQxXt4sBd//sl8hgxh5ubmzMzMjAUHB8u89rlz5zJPT082d+5cse9J7d/XrFnDxo8fz4KDg0X2YYyxNWvWsC5durAuXbqI7C+8T0P+/Yjuqk++opo6IU0Uvybp7+8vuA+dlZWFhQsXori4GCUlJRg9ejQCAgIwYcIEtGrVCs+ePYOJiQkYY3j27BlatWqF6upqODo64uXLl/D19UVcXBzS09NRVFQEAwMDdO7cGSNGjICnpyfmz5+PZs2awdHREQDw4sULVFVVwcnJCfn5+TA0NBR7P/7/PvwQzaOj4fvsGVxKSwXXUNquHX4qK8Nxa2t8HhkJDw8PwbUJ17il1XL52/k9/2vX8sPCwnDp0iU0b95cMEZf+DV+TZ3fWU+ZWjQ1qxNhOt/7nRCievxe5fwx5uHh4YiOjsbBgwfx5ptvwtDQEMXFxYiOjsahQ4dQU1ODoqIivHr1Cs2bN8esWbNQUVGBnJwcJCUlwcDAAAAwatQovPfee7C3t4ehoSHMzc0RFhaGKVOmICkpCR988AH++OMPeHp6IicnByUlJSgoKICdnR0GDx4smNJZuMd7wNKlyHjvPRg8fIhXhw7hlrs7mLExTB8/xqL0dPx5+zas3nkH+OUXZD58iICAAPB4PJG57SX1MheeHrd2D3r+yIEWLVqIjNHnvxYWFobNmzcLRh7wy79x4waGDh2KGzduSHz/lV1GVhE0Br7poaROSBPHH9ZWWFgoWHJ1ypQpmDRpEoqKirBlyxb88MMP6NGjB/T09GBkZITc3FwcO3ZMMMGNm5ubIIFv3rwZISEhGD16NNzd3bFlyxbBuYSHp1lYWMDJyQnt27eHv78/Dh48CEdHRyQlJdVZ9lVwXKtW2Hr7Nta2b4+NS5cCEREo79sXegDaPXkCTJ8Om27dsOrhQ7yRk4Oo3bsFXwxqz43PL5+/PTg4GLa2tjh58qQgGWdkZKCwsBCdO3eW2HGOnziBf7+IBAcHIzk5GcHBwRITqyLLyMqbnGvvR6vKNT2U1Alp4oRnnOPP+c5vjj9//jxKSkpw7Ngx8Hg82Nvbw9nZGYWFhTAwMEDr1q0xb948REZGCuaDDw0NRVhYmKA53sHBAcuXLxckOL6goCBMnToVf/zxB8LCwuDk5AR/f3/cvn0bz549w9q1a8Uex0+A0xcvBubMgfHly8CTJ8DatahydYVRZSWGp6cjLDERTl5ewKJF3GIz//SoF5fo+LVl/rmFh/2lpKTA0tJSYrO4uPLCwsLQsWNHwYI54hIr/zr8/f1FOurJ+gIgTe39aAx800P31Alp4oTv52ZlZSE4OFgw9ev58+eRkJAADw8P9OrVC5aWlujQoQM++ugj+Pj4YOPGjSLJTtz96YiICOzfvx9A3XnlxY3f3rNnD/Ly8tChQwfk5eUJjpN0n1pk2N6PP6IsNhbji4vR5/Fj4PXrf3d0cgLeeQcvhw7F9zduIHDuXMEwMf79d2dnZzx48ABhYWGCIXnyzmYn3DdB+J688PwA4sqoPaRO0jwDygyBI9qJhrTJgZI6IbIFBwfj+PHj8PPzQ3BwsEiy4v88efIknj17ho4dOyIqKkrmOOraiU1ahzLhzmdTpkwRTCojKSECol8kGGP/DjGztUXUrFlw+usveGdnw0R42crWrYF33gHeeQehJ07gyrVr9R6bLvzehYWFicQmrfOcpEV5oqKiJA6Xk4e0BE/JX7NRRzlCiErweDyRnwDg4OCAwMBABAcH4+rVq3B3d5fYtCxpcZXNmzcLmtilNQnzO58FBQUhOjoaQUFBIgmSv/yrcPO0cJ+Ap0+fCu7Vw8gIQzdtQtysWchNSgKio4Fp0wALC+D5c+Crr4D+/fHJ1q347PlzBLRoAZSVSXxvat+vFv49IyMDly5dQmVlJXg8nuA1f39/sdcqfKzweybcefH48eM4duwYwsPDJd5Pl3avXVqTvbTXqHOddqOaOiFEoPYMdLJmWpM1AYu4cuWpGfJruHZ2dnjw4AE6deqEly9fChaeETdjHL/JX1wzuIiyMuDkSdxetQpt79+HeVWV4KUKQ0MYjR7Nrf3+9ttAixZ1YhI3EQwAwTK0/NYLaTV0WTV44feVMSZYOKf2vtKmBRb+uwCQ2aIib2yk4dHkM3KgyWcIUYzwRCfx8fHMx8eHxcfH19mPP0GLtAlYhPcRV76kc3t7ezMnJyfm7e3N1qxZI5j8Jj09XbCP8DZJ55J0fWtXrWI/TJjAol1c2AsjI8EENwxgTF+fsaFDGQsPZywpiaU/fy5yPv4kOfHx8QpPElM79trXIEzaey/uPPwJg/z8/ATvgbzviTyxk4ZXn3xFSZ0QIpO0pCBuBrba+4lLFLX3FbePcEKr/XpQUBDr0KED8/b2rpPUxCUlSdsF57h2jbGrVxn79FPGuncXTfAAY66urGjaNPZJ9+5s3JtvMh8fn3onSv57IK0sed7T2n+DUaNGCWYE5M8eGBQU1KCz3RHVqU++onvqhBCZZN0H598TlrSfuHvtwkO6QkNDER4eXuc+r4eHB86dOwcPD48694F5PB5ev36Nly9fIiIiQux4cWGS7iPzh/RFHz0K9OkDfP45cPs28OgREBYGjBgBGBkBT5/C/JdfsP7OHew7cwa/l5RgbmEh5g8eLLJUrDj8ee1rj7/nvwdhYWF13jf+9fTr1w+5ubnw9/cXKTM8PBz79+9HeHh4nTHvXl5egtskwsPyAPFD5hS5j87fNywsjMbAayBK6oQQmYSTsrQEIM/a57X35c9oxxiT2qmM3+mM/yVgypQpmDFjBkaPHi3SB0C4Y1lGRoZgrHvtTmvSOrNlZGQgdM8eZLz3HnD6NJCTA0RHo3jGDLxu3hxGjMHy6lWMPH0aLYcNA5ydgenTgchIIC2tzrX6+/vj3r170NPTqzNjXUhICBwcHOocw19Vb968eTA1NUV0dLTI6+yfLxKMMZEvU7X/BoGBgXBzc0NBQYHYL078cwlvl6cDXnFxsdgvG0S9qKMcIUQh9elIJWnIm7ROdPKuVMYvp6CgAE+fPoWbmxsuXryIBw8ewNraGlOnThU757usDmh1xtUzBiQnAydOAMePg8XGgic8XA5AjrU1TPz8YD56NODjg9Bt23D+/HmkpKTg0KFDgjnqpZ3P398fwcHBdZaolTYuXtL7XVBQgKSkJOTl5aF///51OjXWLpP/Hgq/N7X3ycjIwF9//SUyhI+oBg1pI4Q0GnFN7OJqdvxtwsPQxNUIZfWKr30+WU38wcHBgrncX758iZqaGpSVldWpUUq7pSCtdpuRmYnQffuQ8c47wIkT+GL5cqwZOBB/DRoE9O2LGh4PNrm5MI+KAiZNAuzt8cn+/fhvcjLmtGiBs7/+KvUa+e9RdHQ0oqKiMHjwYERFRQGASLN3dHS0zFYRflk8Hk+w/K2FhYWgrNpT5fJbTXg8Xp33Jjw8HFFRUVi4cCECAwMF5QgP4aNhcOpHNXVCSL2Jq/XytwkPQ6td65VV65anNlr7GP6+N27cwMKFC1FRUQErKyvU1NQIZsqTp6WAH5urqyssLS0lxlw71jE+Prj3ww8YbW6OZlevAomJdYPt0AElHh44XVaGfsuXw37AAGRkZkq9ZmmrycnzngD/DmurPeRO1vudkZGBiRMn4v79+7CxscHUqVNF/pbyrlCnzN+1KaIZ5eRASZ2QhiOtWV3af+CyEqq4cemSSGqmt7Ozw8mTJ9G2bVvU1NRIHOdeu6lZ0vSusmKuE+vLl8C5c0BsLCpjY2GQlIR/p/bhVNvZ4YGtLS4bGqK6b18EbtnCdc6T472SRtIxtbfLuqUSGhqKq1ev4vXr1/D29q7znty4cUMwvXDtWwvC+LPuNW/eHI6OjmKb9ynRU/M7IUQD8Zt0PTw8JDYTS+pYJ61XuDDhJU75M8vxm9n5ZZibm6NLly6Cmnrt8oSbvvnNyOHh4XUWcpHWu56/mpudnR0KCgpEm6Ht7IB33wW+/x5fTJqEGf/5D6KmTEHhwoVItLJCpZ4e9F++RNekJMxKTERgRARgaQl4ewNLlwJ79wKPH8PJ0VHuToh8kjrA1b4GWQu/8HvUHzx4UDAzoDDBCIJanflq489U2K5dO+Tm5qJfv34NvvxsU0M1dUJIvalrFrKhQ4ciKSkJpqamGD9+vNiZ12TVAIVr5QDw9OnTOk3ugHwd6/gtC66uroLZ4IRrtbVjycjIwM7vv8c7bdsibe9eDGQMJjdvArm5dS/Wxgbw8kJB166IzsrCsI8/hmP37hLfG3Gz/TXU30nRBWcKCwuRkpIi8dYMgCZda6cZ5eRAk88Q0nAaeiISaRPHuLq6smHDhrHg4GCFZnXjCw4OZra2tszNzY15enoyb29vibO3zZ07V+zr/HPxZ5mbO3cu69KlC+vSpYvEyWkkTtpTU8PYw4eM7dnD2OLFjPXty1jt2e7+eVS2bs3ude7M8pcvZyw6mrHnz7njmeKz+KmSojPqyTMDYVNCk88QQtRKkfHpfIr0mJbUNOvh4YELFy5g8ODBCAoKEolB0jG1z8sYQ7NmzZCTk4OcnBzk5eXVaUYWbh4WXm+9dnP25cuXYW1tDXNzc4waNQp+fn4Sm7RrTxgjaP7m8YD27YGAAOCbb4DLl4GCAuDqVeC771Ayfjxe2dgAAAyeP0eX+/dhuXkz4O/PrT5nbw/4+iLo1Su8p6eHecOHC9aSV+bvpAh5J6aRNj4f4Jr7XV1dUVhYKHZEBX8OAnHPmzpqfieEqMXy5ctx7NgxjBo1Cps3bxZsV2YsuziSygkICICpqSn69u2LwMBAhIeH4+LFizA1NUVpaanYcdy1F5gJCwuDg4ODYB12Ly8vkV7kyvTWV1heHl6dOYP4n37CoGbNYPbgAZCUBFRX1923WTOge/e6j5YtuS8RKoqP/zcdPHgwHB0dZR4r65aG8CI5tW8fAP+uPV9YWCj2s6StqKMcIUTrMKEZ0YSJq2HLO6OdMHG10oiICJiZmaG0tFRwDzclJQXe3t4YPHgwDh48iM2bN4vtuOfq6opmzZohKipKMG2tqakpSkpKBLPcAeKnqJU3PoU0bw7biRPhe+IEzA4e5Ka2LSwErlwBtm8H5s4FvLwAExOgqIir8f/0E9f5bsQIwMGBS+pDhwKLFgE//ABcuADk5QneK3laOoTx/5bm5uZyXZusuQJKSkpgamoqiEF4f+Hnkj5LTZIKbwNoNLqnTohmUXThFT557rfKW7akVc4k3eetvVCKrIVsFIlNnv3kvVct8nplJWN37zL2v/8xtno1K/HzY6+srVkNjyf2Pj0DGHNyYmX9+7NrvXuzvDVrGDt+nLEnTxirqpJ7cR9VqM/fsfa+te/fa/KCNPXJV9T8TgjRKvI0C0uaIEaepmT+WOra05/ym+4rKiqQkZGB7du34/Llywr11uaXIdxkL4m0CX2UXaddeB+PLl3w6fjxwJ07uPDDDzB9/BjtSkthVVAg+c0xNkalmxse8nhwfvNNWPTuDXTqBHTsCDRvLvk4Ocn7d1KkFz9/38zMTOTl5Qn+rpImF9IE1PxOCGky5GmKr92sq8gYaP5Y6hcvXgjGwPPPGxUVhYyMDJSWlmLevHmCMvkr1PFXi5NEuMleUgc6SdcgaZusYyTt8/5//wt4eADTp8PtwAFEz5+P4qQkrvn9yhXg55+BTz4BJkzg7r8bGwPl5TC8fx9dk5Jg8e233CI2ffsCLVoA1tao6NULd7p3R+GiRcCOHdykO6mp4u/zS3h/pP2dJC3CI+2WAP96+ffh+X9f/nYej6db4+NV3m6goaj5nRDdI2+ztzLNtd7e3szJyYn5+PiIvM5ff/3EiRMiZdTntkBDqO+56hxfVcXY48eMHTvG2FdfMTZvHmNDhzLm6Ci5GZ//MDJirGNHxvz8GFuwgLHwcMZ++42x+HjGXr4UDMMTrG0vZkghY5LfY2Xfe1lrzauriZ6a3+VAze+E6B5le5BLa77ll9mvXz98+eWXMqc+lScWcRPByKshrlGec8p7mwAAUFwMpKQg99o1XNu3D+bZ2TDLykKbykrYFBYClZXSjzczA1xc8KiyEinV1dBv2xbDZs4E2rQBXFyAVq0AQ0OJ76Myow74q+DxR0KI+xwEBAQIJhHi98BvDNT8TghpkiT1IJfVQ54/pazwNKV8/Cbgy5cv49y5c3IldFmxBAQE4I8//sCxY8cUbuZVdvrU2tPmKnpOeW8TAADMzYHu3VHm64vL/fvDbOdORM+fj/Lbt4HSUuDpU2ybOBGfOTggpk8f4J13uJ75/HHqJSXA/fto//gx3nz6FMPOnuWa9ocMAdzcuB78zs5weucdzDpxAgMPHsQfgwbh9ZYtQGwsnIqKELJ8uVyjI/jr1E+YMAF6enqCkRDi9tPT00NCQgL09PS0pnmeauqEEJ0jb4cycQvGqHphkeDgYERHR8PS0hI+Pj4Sa+ryLL4CyD99qqz3QFbLgjwLwShyTknzEqCsDHj+HHj2jLv//uwZEn7/Hfrp6WhVXQ2boiKgokLqtQpYWuKlkREyeTzUODmhl58fV8t3cgIcHQF7e2TW1GBKYGCdderFvT8BAQEy92sItEqbHCipE9J0yDPfe2MtASoxmdWiSM91eRI1IP0LgKTV6aQdI2lkgLjzy/tFQRyRfR0cgBcvuISfmgqkp6MwORkpf/2FThYWMH71CkhP524ByKnG1BT5xsYwb9sWRs7O3Cx8LVtyP/mPli2RWVODH//3PwR+8EGj9oynpC4HSuqEEHVQdLETafvVp6YsT1myjpf3C4paFBZyyT0jQ/zPrCwgO5u7HaAIIyMu4dvacg8bG+7Bfy5uW7NmEmfqkwcldTlQUieE6Lr6TLErbQ15aeVrFca42fWys7nHixf/Phe3TdqYfWmMjOomehsbwNqaG/4n/Gje/N/nVlaAnh4ldXlQUieENEXyNtkXFBSIXbq2SSstBV6+5BL8q1fcIyeHe4h7/uoVUF6u/Pl4PMDKCgVWVrB69oySujSU1AkhTZG8TfZubm6wsLDQ3lq4JmCM68kvKenn5gKvX3MT/Lx+LfoQui1QAMAKoKQuDSV1QgipS+ub1HVFebkgwRc8fw6rkSMpqUtDSZ0QQog2aDKTz2zduhWurq4wMTFB3759cfXqVXWHRAghhGgMrUnq+/fvR1BQEEJCQnDjxg307NkTvr6+ePHihbpDI4QQQjSC1iT18PBwBAYG4v3330fXrl2xfft2mJmZYefOneoOjRBCCNEIBuoOQB4VFRWIj4/HypUrBdv09PQwYsQIXLp0Sewx5eXlKBcaWpCfnw+Au1dBCCGEaCp+nuLnLT5jY2MYGxtLPVYrkvqrV69QXV0Ne3t7ke329va4f/++2GM2bNiA0NDQOtudnZ0bJEZCCCFElVxcXER+DwkJwZo1a6QeoxVJXRkrV65EUFCQ4Peamhp4enrixo0b4EmYvq9Pnz64du1ane0FBQVwdnZGWlqa1vWcl3RNmn6u+pSl6LHy7i/PfrL2oc+Y5pyLPmPao6l9xhhj8PDwQHx8PPT0/r1LLquWDmhJUre1tYW+vj6ys7NFtmdnZ8OBv3RfLeKaKYyNjWFlZSXxPPr6+lI/7JaWllr3j0HWNWnquepTlqLHyru/PPvJ2oc+Y5pzLvqMaY+m+BkzNjZG8+bNFT5OKzrKGRkZwdPTEzExMYJtNTU1iImJgbe3t9zlLFiwoF6va6PGvCZVnqs+ZSl6rLz7y7Mffca051z0GdMe9BmTn9ZMPrN//37MmDEDP/zwA7y8vPD111/jf//7H+7fv1/nXruq0cQ1pKHRZ4w0NPqMNQ1a0fwOAJMmTcLLly+xevVqZGVloVevXjhx4kSDJ3SAawYJCQmR634GIcqgzxhpaPQZaxq0pqZOCCGEEOm04p46IYQQQmSjpE4IIYToCErqhBBCiI6gpE4IIYToCErq9fTnn3+iU6dO6NChA3766Sd1h0N00Lhx49CiRQtMnDhR3aEQHZWWlgYfHx907doV7u7uOHDggLpDIkqi3u/1UFVVha5du+LcuXOwsrKCp6cnLl68CBsbG3WHRnRIbGwsCgsL8fPPP+PgwYPqDofooMzMTGRnZ6NXr17IysqCp6cnkpOTYW5uru7QiIKopl4PV69eRbdu3dCqVSs0a9YMfn5+OHXqlLrDIjrGx8cHFhYW6g6D6DBHR0f06tULAODg4ABbW1vk5uaqNyiilCad1OPi4uDv7w8nJyfweDwcOXKkzj5bt26Fq6srTExM0LdvX1y9elXwWkZGBlq1aiX4vVWrVkhPT2+M0ImWqO9njBB5qPJzFh8fj+rqalrRUks16aReXFyMnj17YuvWrWJf379/P4KCghASEoIbN26gZ8+e8PX1xYsXLxo5UqKt6DNGGoOqPme5ubmYPn06fvzxx8YImzQERhhjjAFghw8fFtnm5eXFFixYIPi9urqaOTk5sQ0bNjDGGLtw4QIbO3as4PUlS5awqKioRomXaB9lPmN8586dYxMmTGiMMImWU/ZzVlZWxgYNGsR2797dWKGSBtCka+rSVFRUID4+HiNGjBBs09PTw4gRI3Dp0iUAgJeXF+7cuYP09HQUFRXh+PHj8PX1VVfIRMvI8xkjpL7k+ZwxxjBz5kwMGzYM06ZNU1eoRAUoqUvw6tUrVFdX11kwxt7eHllZWQAAAwMDhIWFYejQoejVqxeCg4Op5zuRmzyfMQAYMWIE3nnnHRw7dgytW7emhE8UIs/n7MKFC9i/fz+OHDmCXr16oVevXrh9+7Y6wiX1pDWrtGmq0aNHY/To0eoOg+iwM2fOqDsEouMGDhyImpoadYdBVIBq6hLY2tpCX18f2dnZItuzs7Ph4OCgpqiILqHPGGkM9DlrWiipS2BkZARPT0/ExMQIttXU1CAmJgbe3t5qjIzoCvqMkcZAn7OmpUk3vxcVFeHRo0eC31NSUnDz5k1YW1vDxcUFQUFBmDFjBnr37g0vLy98/fXXKC4uxvvvv6/GqIk2oc8YaQz0OSMC6u5+r07nzp1jAOo8ZsyYIdjnu+++Yy4uLszIyIh5eXmxy5cvqy9gonXoM0YaA33OCB/N/U4IIYToCLqnTgghhOgISuqEEEKIjqCkTgghhOgISuqEEEKIjqCkTgghhOgISuqEEEKIjqCkTgghhOgISuqEEEKIjqCkTgghhOgISuqEEEKIjqCkTgghhOgISuqEEEIkSktLg4+PD7p27Qp3d3ccOHBA3SERKWhBF0IIIRJlZmYiOzsbvXr1QlZWFjw9PZGcnAxzc3N1h0bEoJo60Sg+Pj5YunSpusNoFLp2req8npycHLRs2RJPnz5Vy/l1maOjI3r16gUAcHBwgK2tLXJzcwWvv/feewgLC1NTdKQ2SupEKS9fvsT8+fPh4uICY2NjODg4wNfXFxcuXACgHQmLx+NJfaxZs0auchryWmfOnImxY8cqdIy63vvffvsN69atU3kMQ4YMwaxZs6Tus379eowZMwaurq71Opcy73dTEh8fj+rqajg7Owu2rVq1CuvXr0d+fr4aIyN8BuoOgGinCRMmoKKiAj///DPatm2L7OxsxMTEICcnR92hyS0zM1PwfP/+/Vi9ejUePHgg2NasWTN1hKW1rK2tVV4mYwwJCQl45513JO5TUlKCHTt24OTJkyo/f2OoqKiAkZGRWmPo1asXqqqq6mw/deoUnJycAAC5ubmYPn06IiIiRPbp3r072rVrhz179mDBggWNEi+RghGioNevXzMALDY2VuzrM2bMYABEHikpKYwxxsrKytiiRYuYnZ0dMzY2ZgMGDGBXr14VHDtkyBC2ZMkSwe9//vkns7S0ZHv27GGMMVZdXc2++OIL5urqykxMTJi7uzs7cOCAyPkPHDjAunfvzkxMTJi1tTUbPnw4KyoqknpNu3btYlZWVmJfkxaztGs9fvw4GzBgALOysmLW1tbs7bffZo8ePZJ4rZLeyzFjxogcs2jRIrZixQrWokULZm9vz0JCQkT2FxePrPdNVrnyvK/865EUw88//8ysra1ZWVmZSLljxoxhU6dOFXv9Dx48YADYxYsXJb5HBw4cYHZ2diLbhgwZwhYuXMiWLFnCmjdvzlq2bMl+/PFHVlRUxGbOnMmaNWvG2rVrx44dOybx/VYmXsbk+7svWLCALVmyhNnY2DAfHx/GGPfZ3rhxI2vXrh0zMjJizs7O7PPPPxdco7T3XtbfV1rZ8igrK2ODBg1iu3fvFvt6aGgoGzhwoNzlkYZDSZ0orLKykjVr1owtXbq0zn94jDGWl5fHvL29WWBgIMvMzGSZmZmsqqqKMcbY4sWLmZOTEzt27Bi7e/cumzFjBmvRogXLyclhjIkmuqioKGZhYcGio6MFZX/++eesc+fO7MSJE+zx48ds165dzNjYWPAFIyMjgxkYGLDw8HCWkpLCEhMT2datW1lhYaHUa5KW1KXFLO1aDx48yA4dOsQePnzIEhISmL+/P+vRowerrq6uc62SiEvqlpaWbM2aNSw5OZn9/PPPjMfjsVOnTkl972W9b7LKled95V+PpBhKSkqYlZUV+9///ic4Jjs7mxkYGLCzZ8+Kvf69e/cyfX19VlxcLPE9Wrx4MXvrrbdEtg0ZMoRZWFiwdevWseTkZLZu3Tqmr6/P/Pz82I8//siSk5PZ/PnzmY2NjUjZwu+3MvEyJt/fvVmzZmzFihXs/v377P79+4wxxj788EPWokULFhkZyR49esT++usvFhERIdd7L+vvK6lsedTU1LD33nuvzpc8YcePH2dGRkZi/z8gjYuSOlHKwYMHWYsWLZiJiQnr378/W7lyJbt165bgdXEJq6ioiBkaGrKoqCjBtoqKCubk5MQ2bdokctyWLVuYlZWVSGtAWVkZMzMzq1Nrmz17Nps8eTJjjLH4+HgGgD19+lSh65GU1BWJWZaXL18yAOz27dtyHycuqdeuEfXp04d99NFHIvsIlyvP+yarXHneV+HzSrq2+fPnMz8/P8HvYWFhrG3btqympkZsmcuXL2ddu3aVeE7GuJrzrFmz6sQifD1VVVXM3NycTZs2TbAtMzOTAWCXLl0SbKv9fisarzji/u5vvPGGyD4FBQXM2NhYbKKV9d7L+vtKK1sef/31F+PxeKxnz56CR2Jiosg+t27dUurfHVE9uqdOlDJhwgS8/fbb+Ouvv3D58mUcP34cmzZtwk8//YSZM2eKPebx48eorKzEgAEDBNsMDQ3h5eWFpKQkwbaDBw/ixYsXuHDhAvr06SPY/ujRI5SUlODNN98UKbeiogJvvPEGAKBnz54YPnw4evToAV9fX4wcORITJ05EixYtlLpOeWMW5+HDh1i9ejWuXLmCV69eoaamBgCQmpqK7t27KxUPALi7u4v87ujoiBcvXkjcX573TVa5qnpfAwMD0adPH6Snp6NVq1aIjIzEzJkzwePxxO5/48YNeHp6Si2ztLQUJiYmdbYLX4++vj5sbGzQo0cPwTZ7e3sAkPreKRovIN/fvfY1JSUloby8HMOHD69Tnqz3XtbfV1rZ8hg4cKDgGiQxNTUFwPVvIOpFSZ0ozcTEBG+++SbefPNNfPbZZ5gzZw5CQkIkJnV5vfHGG7hx4wZ27tyJ3r17C/4DLSoqAgAcPXoUrVq1EjnG2NgYAPef9+nTp3Hx4kWcOnUK3333HT799FNcuXIFbm5u9YpLUf7+/mjTpg0iIiLg5OSEmpoadO/eHRUVFfUq19DQUOR3Ho8n9T9ded43WeWq6n1944030LNnT+zevRsjR47E3bt3cfToUYn737hxA/7+/lLLtLW1xevXr+tsF3c9wtv4nytp752i8QLy/d1rj/HmJ0VxZL33sv6+eXl5UuNVBf4QNzs7uwY/F5GOhrQRlenatSuKi4sBAEZGRqiurhZ5vV27djAyMhIMewOAyspKXLt2DV27dhXZ79y5c/j999+xaNEikfKNjY2RmpqK9u3bizyEh9jweDwMGDAAoaGhSEhIgJGREQ4fPqzUNckTs7hrzcnJwYMHD7Bq1SoMHz4cXbp0EZt4GkLteOR932RR5H0V957wzZkzB5GRkdi1axdGjBghMYYnT54gLy9PZk39jTfewL179+S+DkXJGy+g/N+9Q4cOMDU1RUxMjNjXpb33sv6+sspWhTt37qB169awtbVtsHMQ+VBNnSgsJycH77zzDmbNmgV3d3dYWFjg+vXr2LRpE8aMGQMAcHV1xZUrV/D06VM0a9YM1tbWMDc3x/z587FixQpYW1vDxcUFmzZtQklJCWbPni1yjo4dO+LcuXPw8fGBgYEBvv76a1hYWGD58uVYtmwZampqMHDgQOTn5+PChQuwtLTEjBkzcOXKFcTExGDkyJFo2bIlrly5gpcvX6JLly5KXas8MYu71hYtWsDGxgY//vgjHB0dkZqaio8//rh+b7ycxMUj632TRdH3VVwMenpcHWLKlClYvnw5IiIisHv3bonnjI+PB4/HE0x8Iomvry9WrlyJ169fK32bRRp54wWg9N/dxMQEH330ET788EMYGRlhwIABePnyJe7evYvu3btLfe/l+Xchqeza/+6U9ddff2HkyJEqKYvUk7pv6hPtU1ZWxj7++GPm4eHBrKysmJmZGevUqRNbtWoVKykpYYxxQ5H69evHTE1NRYZ5lZaWskWLFjFbW1u5hrTdu3ePtWzZkgUFBTHGuJ64X3/9NevUqRMzNDRkdnZ2zNfXl50/f16wv6+vr2D4WceOHdl3330n85qk9X6XFbOkaz19+jTr0qULMzY2Zu7u7iw2NpYBYIcPHxZ7reKI6yhX+5gxY8awGTNmSI1H1vsmq1x53lfhMiS9J3zTpk0TO1xM2Mcff8w6duwo9f3h8/LyYtu3bxcbC1+bNm3YV199JbJN+O/Bj2vChAl1ypcnXj5l/+7V1dXs888/Z23atGGGhobMxcWFffHFF3K997L+vpLKVoXS0lJmZWUl0uGQqA/N/U4IaXTDhw9Ht27d8O2336qkvKNHj2LFihW4c+eOoEVAGW+99Rbat2+PLVu2iGxXdby6ZNu2bTh8+DBOnTql7lAIqPmdENKIXr9+jdjYWMTGxuL7779XWblvv/02Hj58iPT0dIX6CQjHdeHCBcTGxmLevHkNHq8uMTQ0xHfffafuMMg/qKZOCGk0rq6ueP36NT777DMsX75c3eEIjBs3DteuXcOMGTPw+eefC3rGa2q8hEhCSZ0QQgjRETSkjRBCCNERlNQJIYQQHUFJnRBCCNERlNQJIYQQHUFJnRBCCNERlNQJIYQQHUFJnRBCCNERlNQJIYQQHUFJnRBCCNERlNQJIYQQHUFJnRBCCNERlNQJIYQQHfH/J0K7dNbliA8AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 512x384 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Smaller region for Band E\n",
    "# Creating the mask for the region\n",
    "CatMaskFix30 = Fplot.MaskRegion(Fix30,CatRegion)\n",
    "# Creating the associated vector catalog\n",
    "CatI, CatdI, CatQ, CatdQ, CatU, CatdU, CatP, CatdP, CatO, CatB,CatdO, CatPI, CatdPI = Fplot.MakeCats(IFix30,Fix30,CatMaskFix30) \n",
    "# Plotting the polarization fraction as a function of total intensity\n",
    "PvI_Fix30 = Fplot.PvI(CatP, CatdP, CatI, Iscale=[0.8,500.0], Pscale=[0.0,30.0], showfit='true', weighted='false', Source='Fix30')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating mean and standard deviation of the catalog\n",
      "\n",
      "Mean: 8.743215357433526\n",
      "Standard deviation: 26.06598128738335\n",
      "\n",
      "Circular mean: 6.299928579988266\n",
      "Circular standard deviation: 26.82025045846205\n",
      "\n",
      "Number of bins: 36\n",
      "Bin size used: 5.0\n",
      "\n",
      "Using the circular mean to center the histogram\n",
      "Rolling histogram by -1 elements\n",
      "\n",
      "Fitting a Gaussian profile to the histogram\n",
      "\n",
      "Goodness of fit\n",
      "Number of iterations: 109\n",
      "Reduced chi-squared: 149.39650969046656\n",
      "\n",
      "Fitted parameters\n",
      "Amplitude:          50.40370105501171\n",
      "                  ± 5.1389069961657174\n",
      "\n",
      "Mean:               -0.5269205055325681\n",
      "                  ± 2.8182597771341067\n",
      "\n",
      "Standard deviation: 23.937406397891802\n",
      "                  ± 2.81838746990394\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Histogram for Band E data in the region covered by Band A\n",
    "HistoFix30, HistParam = Fplot.Histogram(CatO, showfit='no', Source='Fix30', LabelSide='right')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58311.389703 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    }
   ],
   "source": [
    "# Reprojecting the scan cube\n",
    "Fix30ChopAproj = Fplot.ReprojectCube(ChopA,Fix30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Differences between catalogs\n",
      "Circular mean: -13.350597352409267\n",
      "Circular standard deviation: 11.954274826760633\n",
      "Maximum: 72.09168031873003\n",
      "Minimum: -58.135211531117214\n",
      "Mean angle uncertainty (Chop-Nod, Scan): (6.094605870395261,3.529524409963594)\n",
      "Median angle uncertainty (Chop-Nod, Scan): (6.0511924329783335,3.359833038925101)\n",
      "Standard deviation angle uncertainty (Chop-Nod, Scan): (3.359547093331543,1.4042422844269329)\n",
      "Max angle uncertainty (Chop-Nod, Scan): (76.35702423187362,8.971403561510893)\n",
      "Min angle uncertainty (Chop-Nod, Scan): (2.656066688564442,1.6391550963294728)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 512x384 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Comparing the angles between Band A and Band E\n",
    "Comp_ChopA_Fix30_Plot = Fplot.CompareAngles(ChopA,Fix30ChopAproj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 58311.389703 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 533x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Map of angle comparison between Band A and Band E \n",
    "Comp_ChopA_Fix30_Map = Fplot.CompareAnglesMap(IChopA,ChopA,Fix30ChopAproj,Region, FigSize=MapFigSize, Ilevels=Icontours)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Saving the figures\n",
    "# PNG\n",
    "BvI_ChopE.savefig(SourceName+'_ChopE_map.png',dpi=300)\n",
    "BvI_Fix30.savefig(SourceName+'_Fix30_map.png',dpi=300)\n",
    "BvI_NoFix30.savefig(SourceName+'_NoFix30_map.png',dpi=300)\n",
    "BvI_Fix60.savefig(SourceName+'_Fix60_map.png',dpi=300)\n",
    "BvI_ChopA.savefig(SourceName+'_ChopA_map.png',dpi=300)\n",
    "PvI_map_ChopA.savefig(SourceName+'_ChopA_PvI_map.png',dpi=300)\n",
    "IvI_plot.savefig(SourceName+'_ChopE_Fix30_IvI_plot.png',dpi=300)\n",
    "CompI_ChopE_Fix30_Map.savefig(SourceName+'_ChopE_Fix30_IvI_map.png',dpi=300)\n",
    "Comp_ChopE_Fix30_Plot.savefig(SourceName+'_ChopE_Fix30_OvO_plot.png',dpi=300)\n",
    "Comp_ChopE_Fix30_Map.savefig(SourceName+'_ChopE_Fix30_OvO_map.png',dpi=300)\n",
    "\n",
    "# PDF\n",
    "BvI_ChopE.savefig(SourceName+'_ChopE_map.pdf',dpi=300)\n",
    "BvI_Fix30.savefig(SourceName+'_Fix30_map.pdf',dpi=300)\n",
    "BvI_NoFix30.savefig(SourceName+'_NoFix30_map.pdf',dpi=300)\n",
    "BvI_Fix60.savefig(SourceName+'_Fix60_map.pdf',dpi=300)\n",
    "BvI_ChopA.savefig(SourceName+'_ChopA_map.pdf',dpi=300)\n",
    "PvI_map_ChopA.savefig(SourceName+'_ChopA_PvI_map.pdf',dpi=300)\n",
    "IvI_plot.savefig(SourceName+'_ChopE_Fix30_IvI_plot.pdf',dpi=300)\n",
    "CompI_ChopE_Fix30_Map.savefig(SourceName+'_ChopE_Fix30_IvI_map.pdf',dpi=300)\n",
    "Comp_ChopE_Fix30_Plot.savefig(SourceName+'_ChopE_Fix30_OvO_plot.pdf',dpi=300)\n",
    "Comp_ChopE_Fix30_Map.savefig(SourceName+'_ChopE_Fix30_OvO_map.pdf',dpi=300)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "PoLiteWIP",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
